id	sid	tid	token	lemma	pos
cblr-3425	1	1	predictive	predictive	ADJ
cblr-3425	1	2	contracting	contracting	NOUN
cblr-3425	1	3	spencer	spencer	PROPN
cblr-3425	1	4	williams	williams	PROPN
cblr-3425	1	5	*	*	PROPN
cblr-3425	1	6	this	this	DET
cblr-3425	1	7	article	article	NOUN
cblr-3425	1	8	examines	examine	VERB
cblr-3425	1	9	how	how	SCONJ
cblr-3425	1	10	contract	contract	NOUN
cblr-3425	1	11	drafters	drafter	NOUN
cblr-3425	1	12	can	can	AUX
cblr-3425	1	13	use	use	VERB
cblr-3425	1	14	data	datum	NOUN
cblr-3425	1	15	on	on	ADP
cblr-3425	1	16	contract	contract	NOUN
cblr-3425	1	17	outcomes	outcome	NOUN
cblr-3425	1	18	to	to	PART
cblr-3425	1	19	inform	inform	VERB
cblr-3425	1	20	contract	contract	NOUN
cblr-3425	1	21	design	design	NOUN
cblr-3425	1	22	.	.	PUNCT
cblr-3425	2	1	building	build	VERB
cblr-3425	2	2	on	on	ADP
cblr-3425	2	3	recent	recent	ADJ
cblr-3425	2	4	developments	development	NOUN
cblr-3425	2	5	in	in	ADP
cblr-3425	2	6	contract	contract	NOUN
cblr-3425	2	7	data	datum	NOUN
cblr-3425	2	8	collection	collection	NOUN
cblr-3425	2	9	and	and	CCONJ
cblr-3425	2	10	analysis	analysis	NOUN
cblr-3425	2	11	,	,	PUNCT
cblr-3425	2	12	the	the	DET
cblr-3425	2	13	article	article	NOUN
cblr-3425	2	14	proposes	propose	VERB
cblr-3425	2	15	“	"	PUNCT
cblr-3425	2	16	predictive	predictive	ADJ
cblr-3425	2	17	contracting	contracting	NOUN
cblr-3425	2	18	,	,	PUNCT
cblr-3425	2	19	”	"	PUNCT
cblr-3425	2	20	a	a	DET
cblr-3425	2	21	new	new	ADJ
cblr-3425	2	22	method	method	NOUN
cblr-3425	2	23	of	of	ADP
cblr-3425	2	24	contracting	contracting	NOUN
cblr-3425	2	25	in	in	ADP
cblr-3425	2	26	which	which	PRON
cblr-3425	2	27	contract	contract	NOUN
cblr-3425	2	28	drafters	drafter	NOUN
cblr-3425	2	29	can	can	AUX
cblr-3425	2	30	design	design	VERB
cblr-3425	2	31	contracts	contract	NOUN
cblr-3425	2	32	using	use	VERB
cblr-3425	2	33	a	a	DET
cblr-3425	2	34	technology	technology	NOUN
cblr-3425	2	35	system	system	NOUN
cblr-3425	2	36	that	that	PRON
cblr-3425	2	37	helps	help	VERB
cblr-3425	2	38	predict	predict	VERB
cblr-3425	2	39	the	the	DET
cblr-3425	2	40	connections	connection	NOUN
cblr-3425	2	41	between	between	ADP
cblr-3425	2	42	contract	contract	NOUN
cblr-3425	2	43	terms	term	NOUN
cblr-3425	2	44	and	and	CCONJ
cblr-3425	2	45	outcomes	outcome	NOUN
cblr-3425	2	46	.	.	PUNCT
cblr-3425	3	1	predictive	predictive	ADJ
cblr-3425	3	2	contracting	contracting	NOUN
cblr-3425	3	3	will	will	AUX
cblr-3425	3	4	be	be	AUX
cblr-3425	3	5	powered	power	VERB
cblr-3425	3	6	by	by	ADP
cblr-3425	3	7	machine	machine	NOUN
cblr-3425	3	8	learning	learning	NOUN
cblr-3425	3	9	and	and	CCONJ
cblr-3425	3	10	draw	draw	VERB
cblr-3425	3	11	on	on	ADP
cblr-3425	3	12	contract	contract	NOUN
cblr-3425	3	13	data	datum	NOUN
cblr-3425	3	14	obtained	obtain	VERB
cblr-3425	3	15	from	from	ADP
cblr-3425	3	16	integrated	integrate	VERB
cblr-3425	3	17	contract	contract	NOUN
cblr-3425	3	18	management	management	NOUN
cblr-3425	3	19	systems	system	NOUN
cblr-3425	3	20	,	,	PUNCT
cblr-3425	3	21	natural	natural	ADJ
cblr-3425	3	22	language	language	NOUN
cblr-3425	3	23	processing	processing	NOUN
cblr-3425	3	24	,	,	PUNCT
cblr-3425	3	25	and	and	CCONJ
cblr-3425	3	26	computable	computable	ADJ
cblr-3425	3	27	contracts	contract	NOUN
cblr-3425	3	28	.	.	PUNCT
cblr-3425	4	1	the	the	DET
cblr-3425	4	2	article	article	NOUN
cblr-3425	4	3	makes	make	VERB
cblr-3425	4	4	both	both	CCONJ
cblr-3425	4	5	theoretical	theoretical	ADJ
cblr-3425	4	6	and	and	CCONJ
cblr-3425	4	7	practical	practical	ADJ
cblr-3425	4	8	contributions	contribution	NOUN
cblr-3425	4	9	to	to	ADP
cblr-3425	4	10	the	the	DET
cblr-3425	4	11	contracts	contract	NOUN
cblr-3425	4	12	literature	literature	NOUN
cblr-3425	4	13	.	.	PUNCT
cblr-3425	5	1	on	on	ADP
cblr-3425	5	2	a	a	DET
cblr-3425	5	3	theoretical	theoretical	ADJ
cblr-3425	5	4	level	level	NOUN
cblr-3425	5	5	,	,	PUNCT
cblr-3425	5	6	predictive	predictive	ADJ
cblr-3425	5	7	contracting	contracting	NOUN
cblr-3425	5	8	can	can	AUX
cblr-3425	5	9	lead	lead	VERB
cblr-3425	5	10	to	to	ADP
cblr-3425	5	11	greater	great	ADJ
cblr-3425	5	12	customization	customization	NOUN
cblr-3425	5	13	,	,	PUNCT
cblr-3425	5	14	increased	increase	VERB
cblr-3425	5	15	innovation	innovation	NOUN
cblr-3425	5	16	,	,	PUNCT
cblr-3425	5	17	more	more	ADV
cblr-3425	5	18	complete	complete	ADJ
cblr-3425	5	19	contract	contract	NOUN
cblr-3425	5	20	design	design	NOUN
cblr-3425	5	21	,	,	PUNCT
cblr-3425	5	22	more	more	ADV
cblr-3425	5	23	effective	effective	ADJ
cblr-3425	5	24	balancing	balancing	NOUN
cblr-3425	5	25	of	of	ADP
cblr-3425	5	26	front	front	ADJ
cblr-3425	5	27	-	-	PUNCT
cblr-3425	5	28	end	end	NOUN
cblr-3425	5	29	and	and	CCONJ
cblr-3425	5	30	back	back	ADJ
cblr-3425	5	31	-	-	PUNCT
cblr-3425	5	32	end	end	NOUN
cblr-3425	5	33	costs	cost	NOUN
cblr-3425	5	34	,	,	PUNCT
cblr-3425	5	35	better	well	ADJ
cblr-3425	5	36	risk	risk	NOUN
cblr-3425	5	37	assessment	assessment	NOUN
cblr-3425	5	38	and	and	CCONJ
cblr-3425	5	39	allocation	allocation	NOUN
cblr-3425	5	40	,	,	PUNCT
cblr-3425	5	41	and	and	CCONJ
cblr-3425	5	42	more	more	ADV
cblr-3425	5	43	accurate	accurate	ADJ
cblr-3425	5	44	term	term	NOUN
cblr-3425	5	45	pricing	pricing	NOUN
cblr-3425	5	46	for	for	ADP
cblr-3425	5	47	negotiation	negotiation	NOUN
cblr-3425	5	48	.	.	PUNCT
cblr-3425	6	1	on	on	ADP
cblr-3425	6	2	a	a	DET
cblr-3425	6	3	practical	practical	ADJ
cblr-3425	6	4	level	level	NOUN
cblr-3425	6	5	,	,	PUNCT
cblr-3425	6	6	predictive	predictive	ADJ
cblr-3425	6	7	contracting	contracting	NOUN
cblr-3425	6	8	has	have	VERB
cblr-3425	6	9	the	the	DET
cblr-3425	6	10	potential	potential	NOUN
cblr-3425	6	11	to	to	PART
cblr-3425	6	12	significantly	significantly	ADV
cblr-3425	6	13	alter	alter	VERB
cblr-3425	6	14	the	the	DET
cblr-3425	6	15	role	role	NOUN
cblr-3425	6	16	of	of	ADP
cblr-3425	6	17	transactional	transactional	ADJ
cblr-3425	6	18	lawyers	lawyer	NOUN
cblr-3425	6	19	by	by	ADP
cblr-3425	6	20	providing	provide	VERB
cblr-3425	6	21	them	they	PRON
cblr-3425	6	22	with	with	ADP
cblr-3425	6	23	access	access	NOUN
cblr-3425	6	24	to	to	ADP
cblr-3425	6	25	previously	previously	ADV
cblr-3425	6	26	unavailable	unavailable	ADJ
cblr-3425	6	27	information	information	NOUN
cblr-3425	6	28	on	on	ADP
cblr-3425	6	29	the	the	DET
cblr-3425	6	30	statistical	statistical	ADJ
cblr-3425	6	31	connections	connection	NOUN
cblr-3425	6	32	between	between	ADP
cblr-3425	6	33	contract	contract	NOUN
cblr-3425	6	34	terms	term	NOUN
cblr-3425	6	35	and	and	CCONJ
cblr-3425	6	36	outcomes	outcome	NOUN
cblr-3425	6	37	.	.	PUNCT
cblr-3425	7	1	in	in	ADP
cblr-3425	7	2	addition	addition	NOUN
cblr-3425	7	3	to	to	ADP
cblr-3425	7	4	these	these	DET
cblr-3425	7	5	theoretical	theoretical	ADJ
cblr-3425	7	6	and	and	CCONJ
cblr-3425	7	7	practical	practical	ADJ
cblr-3425	7	8	contributions	contribution	NOUN
cblr-3425	7	9	,	,	PUNCT
cblr-3425	7	10	the	the	DET
cblr-3425	7	11	article	article	NOUN
cblr-3425	7	12	also	also	ADV
cblr-3425	7	13	anticipates	anticipate	VERB
cblr-3425	7	14	and	and	CCONJ
cblr-3425	7	15	addresses	address	VERB
cblr-3425	7	16	limitations	limitation	NOUN
cblr-3425	7	17	and	and	CCONJ
cblr-3425	7	18	risks	risk	NOUN
cblr-3425	7	19	of	of	ADP
cblr-3425	7	20	predictive	predictive	ADJ
cblr-3425	7	21	contracting	contracting	NOUN
cblr-3425	7	22	,	,	PUNCT
cblr-3425	7	23	including	include	VERB
cblr-3425	7	24	technical	technical	ADJ
cblr-3425	7	25	constraints	constraint	NOUN
cblr-3425	7	26	,	,	PUNCT
cblr-3425	7	27	concerns	concern	NOUN
cblr-3425	7	28	regarding	regard	VERB
cblr-3425	7	29	data	data	NOUN
cblr-3425	7	30	privacy	privacy	NOUN
cblr-3425	7	31	and	and	CCONJ
cblr-3425	7	32	confidentiality	confidentiality	NOUN
cblr-3425	7	33	,	,	PUNCT
cblr-3425	7	34	the	the	DET
cblr-3425	7	35	regulation	regulation	NOUN
cblr-3425	7	36	of	of	ADP
cblr-3425	7	37	the	the	DET
cblr-3425	7	38	unauthorized	unauthorized	ADJ
cblr-3425	7	39	practice	practice	NOUN
cblr-3425	7	40	of	of	ADP
cblr-3425	7	41	law	law	NOUN
cblr-3425	7	42	and	and	CCONJ
cblr-3425	7	43	the	the	DET
cblr-3425	7	44	potential	potential	NOUN
cblr-3425	7	45	for	for	ADP
cblr-3425	7	46	exacerbating	exacerbate	VERB
cblr-3425	7	47	information	information	NOUN
cblr-3425	7	48	inequality	inequality	NOUN
cblr-3425	7	49	.	.	PUNCT
cblr-3425	8	1	*	*	PUNCT
cblr-3425	8	2	fellow	fellow	NOUN
cblr-3425	8	3	and	and	CCONJ
cblr-3425	8	4	lecturer	lecturer	NOUN
cblr-3425	8	5	in	in	ADP
cblr-3425	8	6	law	law	NOUN
cblr-3425	8	7	,	,	PUNCT
cblr-3425	8	8	stanford	stanford	PROPN
cblr-3425	8	9	law	law	PROPN
cblr-3425	8	10	school	school	NOUN
cblr-3425	8	11	program	program	NOUN
cblr-3425	8	12	on	on	ADP
cblr-3425	8	13	corporate	corporate	ADJ
cblr-3425	8	14	governance	governance	NOUN
cblr-3425	8	15	and	and	CCONJ
cblr-3425	8	16	practice	practice	NOUN
cblr-3425	8	17	.	.	PUNCT
cblr-3425	9	1	the	the	DET
cblr-3425	9	2	author	author	NOUN
cblr-3425	9	3	would	would	AUX
cblr-3425	9	4	like	like	VERB
cblr-3425	9	5	to	to	PART
cblr-3425	9	6	thank	thank	VERB
cblr-3425	9	7	afra	afra	NOUN
cblr-3425	9	8	afsharipour	afsharipour	ADJ
cblr-3425	9	9	,	,	PUNCT
cblr-3425	9	10	hilary	hilary	PROPN
cblr-3425	9	11	allen	allen	PROPN
cblr-3425	9	12	,	,	PUNCT
cblr-3425	9	13	jordan	jordan	PROPN
cblr-3425	9	14	barry	barry	PROPN
cblr-3425	9	15	,	,	PUNCT
cblr-3425	9	16	abraham	abraham	PROPN
cblr-3425	9	17	cable	cable	PROPN
cblr-3425	9	18	,	,	PUNCT
cblr-3425	9	19	eric	eric	PROPN
cblr-3425	9	20	chaffee	chaffee	PROPN
cblr-3425	9	21	,	,	PUNCT
cblr-3425	9	22	john	john	PROPN
cblr-3425	9	23	crawford	crawford	PROPN
cblr-3425	9	24	,	,	PUNCT
cblr-3425	9	25	jared	jared	PROPN
cblr-3425	9	26	ellias	ellias	PROPN
cblr-3425	9	27	,	,	PUNCT
cblr-3425	9	28	jill	jill	PROPN
cblr-3425	9	29	fisch	fisch	PROPN
cblr-3425	9	30	,	,	PUNCT
cblr-3425	9	31	george	george	PROPN
cblr-3425	9	32	georgiev	georgiev	PROPN
cblr-3425	9	33	,	,	PUNCT
cblr-3425	9	34	colleen	colleen	PROPN
cblr-3425	9	35	honigsberg	honigsberg	PROPN
cblr-3425	9	36	,	,	PUNCT
cblr-3425	9	37	cathy	cathy	PROPN
cblr-3425	9	38	hwang	hwang	PROPN
cblr-3425	9	39	,	,	PUNCT
cblr-3425	9	40	michael	michael	PROPN
cblr-3425	9	41	klausner	klausner	PROPN
cblr-3425	9	42	,	,	PUNCT
cblr-3425	9	43	elizabeth	elizabeth	PROPN
cblr-3425	9	44	pollman	pollman	PROPN
cblr-3425	9	45	,	,	PUNCT
cblr-3425	9	46	brian	brian	PROPN
cblr-3425	9	47	quinn	quinn	PROPN
cblr-3425	9	48	,	,	PUNCT
cblr-3425	9	49	harry	harry	PROPN
cblr-3425	9	50	surden	surden	PROPN
cblr-3425	9	51	,	,	PUNCT
cblr-3425	9	52	george	george	PROPN
cblr-3425	9	53	triantis	triantis	PROPN
cblr-3425	9	54	,	,	PUNCT
cblr-3425	9	55	samuel	samuel	PROPN
cblr-3425	9	56	weinstein	weinstein	PROPN
cblr-3425	9	57	and	and	CCONJ
cblr-3425	9	58	andrew	andrew	PROPN
cblr-3425	9	59	winden	winden	PROPN
cblr-3425	9	60	.	.	PUNCT
cblr-3425	10	1	622	622	NUM
cblr-3425	10	2	columbia	columbia	PROPN
cblr-3425	10	3	business	business	NOUN
cblr-3425	10	4	law	law	NOUN
cblr-3425	10	5	review	review	NOUN
cblr-3425	11	1	[	[	X
cblr-3425	11	2	vol	vol	NOUN
cblr-3425	11	3	.	.	PUNCT
cblr-3425	11	4	2019	2019	NUM
cblr-3425	11	5	i.	i.	NOUN
cblr-3425	11	6	introduction	introduction	NOUN
cblr-3425	11	7	.................................................................	.................................................................	PUNCT
cblr-3425	11	8	623	623	NUM
cblr-3425	11	9	ii	ii	NOUN
cblr-3425	11	10	.	.	PUNCT
cblr-3425	11	11	predictive	predictive	ADJ
cblr-3425	11	12	contracting	contracting	NOUN
cblr-3425	11	13	................................................	................................................	PUNCT
cblr-3425	11	14	631	631	NUM
cblr-3425	11	15	a.	a.	NOUN
cblr-3425	11	16	model	model	NOUN
cblr-3425	11	17	.....................................................................	.....................................................................	PUNCT
cblr-3425	12	1	634	634	NUM
cblr-3425	12	2	1	1	NUM
cblr-3425	12	3	.	.	PUNCT
cblr-3425	12	4	single	single	ADJ
cblr-3425	12	5	-	-	PUNCT
cblr-3425	12	6	task	task	NOUN
cblr-3425	12	7	vs.	vs.	X
cblr-3425	12	8	multi	multi	NOUN
cblr-3425	12	9	-	-	NOUN
cblr-3425	12	10	task	task	NOUN
cblr-3425	12	11	.............................	.............................	PUNCT
cblr-3425	12	12	639	639	NUM
cblr-3425	12	13	2	2	NUM
cblr-3425	12	14	.	.	PUNCT
cblr-3425	12	15	supervised	supervise	VERB
cblr-3425	12	16	vs.	vs.	ADP
cblr-3425	12	17	unsupervised	unsupervised	ADJ
cblr-3425	12	18	.........................	.........................	PUNCT
cblr-3425	12	19	640	640	NUM
cblr-3425	12	20	b.	b.	PROPN
cblr-3425	12	21	data	data	PROPN
cblr-3425	12	22	........................................................................	........................................................................	PUNCT
cblr-3425	13	1	642	642	NUM
cblr-3425	13	2	1	1	NUM
cblr-3425	13	3	.	.	PUNCT
cblr-3425	13	4	terms	term	NOUN
cblr-3425	13	5	................................................................	................................................................	PUNCT
cblr-3425	14	1	642	642	NUM
cblr-3425	14	2	2	2	NUM
cblr-3425	14	3	.	.	PUNCT
cblr-3425	15	1	outcomes	outcome	NOUN
cblr-3425	15	2	..........................................................	..........................................................	PUNCT
cblr-3425	16	1	644	644	NUM
cblr-3425	16	2	3	3	NUM
cblr-3425	16	3	.	.	PUNCT
cblr-3425	16	4	conditions	condition	NOUN
cblr-3425	16	5	........................................................	........................................................	PUNCT
cblr-3425	17	1	646	646	NUM
cblr-3425	17	2	c.	c.	NOUN
cblr-3425	17	3	data	datum	NOUN
cblr-3425	17	4	sources	source	NOUN
cblr-3425	17	5	.........................................................	.........................................................	PUNCT
cblr-3425	17	6	648	648	NUM
cblr-3425	17	7	1	1	NUM
cblr-3425	17	8	.	.	PUNCT
cblr-3425	17	9	contract	contract	NOUN
cblr-3425	17	10	management	management	NOUN
cblr-3425	17	11	....................................	....................................	PUNCT
cblr-3425	17	12	648	648	NUM
cblr-3425	17	13	2	2	NUM
cblr-3425	17	14	.	.	PUNCT
cblr-3425	17	15	natural	natural	ADJ
cblr-3425	17	16	language	language	NOUN
cblr-3425	17	17	processing	processing	NOUN
cblr-3425	17	18	........................	........................	PUNCT
cblr-3425	17	19	652	652	NUM
cblr-3425	17	20	3	3	NUM
cblr-3425	17	21	.	.	PUNCT
cblr-3425	17	22	computable	computable	ADJ
cblr-3425	17	23	contracts	contract	NOUN
cblr-3425	17	24	....................................	....................................	PUNCT
cblr-3425	17	25	656	656	NUM
cblr-3425	17	26	d.	d.	NOUN
cblr-3425	17	27	beyond	beyond	ADP
cblr-3425	17	28	automation	automation	NOUN
cblr-3425	17	29	..............................................	..............................................	PUNCT
cblr-3425	17	30	661	661	NUM
cblr-3425	17	31	iii	iii	NOUN
cblr-3425	17	32	.	.	PUNCT
cblr-3425	17	33	discussion	discussion	NOUN
cblr-3425	17	34	....................................................................	....................................................................	PUNCT
cblr-3425	17	35	663	663	NUM
cblr-3425	17	36	a.	a.	NOUN
cblr-3425	17	37	theoretical	theoretical	ADJ
cblr-3425	17	38	implications	implication	NOUN
cblr-3425	17	39	......................................	......................................	PUNCT
cblr-3425	17	40	663	663	NUM
cblr-3425	17	41	1	1	NUM
cblr-3425	17	42	.	.	PUNCT
cblr-3425	18	1	customization	customization	NOUN
cblr-3425	18	2	..................................................	..................................................	PUNCT
cblr-3425	18	3	664	664	NUM
cblr-3425	18	4	2	2	NUM
cblr-3425	18	5	.	.	PUNCT
cblr-3425	18	6	innovation	innovation	NOUN
cblr-3425	18	7	........................................................	........................................................	PUNCT
cblr-3425	19	1	668	668	NUM
cblr-3425	19	2	3	3	X
cblr-3425	19	3	.	.	X
cblr-3425	19	4	completeness	completeness	NOUN
cblr-3425	19	5	...................................................	...................................................	PUNCT
cblr-3425	19	6	672	672	NUM
cblr-3425	19	7	4	4	NUM
cblr-3425	19	8	.	.	PUNCT
cblr-3425	20	1	cost	cost	NOUN
cblr-3425	20	2	balancing	balancing	NOUN
cblr-3425	20	3	.................................................	.................................................	PUNCT
cblr-3425	20	4	674	674	NUM
cblr-3425	20	5	5	5	NUM
cblr-3425	20	6	.	.	PUNCT
cblr-3425	20	7	risk	risk	NOUN
cblr-3425	20	8	assessment	assessment	NOUN
cblr-3425	20	9	and	and	CCONJ
cblr-3425	20	10	allocation	allocation	NOUN
cblr-3425	20	11	....................	....................	PUNCT
cblr-3425	21	1	677	677	NUM
cblr-3425	21	2	6	6	NUM
cblr-3425	21	3	.	.	PUNCT
cblr-3425	22	1	negotiation	negotiation	NOUN
cblr-3425	22	2	and	and	CCONJ
cblr-3425	22	3	term	term	NOUN
cblr-3425	22	4	pricing	pricing	NOUN
cblr-3425	22	5	........................	........................	PUNCT
cblr-3425	23	1	680	680	NUM
cblr-3425	23	2	b.	b.	PROPN
cblr-3425	23	3	practical	practical	ADJ
cblr-3425	23	4	implications	implication	NOUN
cblr-3425	23	5	...........................................	...........................................	PUNCT
cblr-3425	23	6	682	682	NUM
cblr-3425	23	7	c.	c.	NOUN
cblr-3425	23	8	limitations	limitation	NOUN
cblr-3425	23	9	and	and	CCONJ
cblr-3425	23	10	risks	risk	NOUN
cblr-3425	23	11	..........................................	..........................................	PUNCT
cblr-3425	23	12	686	686	NUM
cblr-3425	23	13	1	1	NUM
cblr-3425	23	14	.	.	PUNCT
cblr-3425	24	1	technical	technical	ADJ
cblr-3425	24	2	constraints	constraint	NOUN
cblr-3425	24	3	.....................................	.....................................	PUNCT
cblr-3425	24	4	686	686	NUM
cblr-3425	24	5	2	2	NUM
cblr-3425	24	6	.	.	X
cblr-3425	24	7	privacy	privacy	NOUN
cblr-3425	24	8	and	and	CCONJ
cblr-3425	24	9	confidentiality	confidentiality	NOUN
cblr-3425	24	10	............................	............................	PUNCT
cblr-3425	25	1	689	689	NUM
cblr-3425	25	2	3	3	NUM
cblr-3425	25	3	.	.	PUNCT
cblr-3425	25	4	unauthorized	unauthorized	ADJ
cblr-3425	25	5	practice	practice	NOUN
cblr-3425	25	6	of	of	ADP
cblr-3425	25	7	law	law	NOUN
cblr-3425	25	8	........................	........................	PUNCT
cblr-3425	25	9	691	691	NUM
cblr-3425	25	10	4	4	NUM
cblr-3425	25	11	.	.	PUNCT
cblr-3425	25	12	information	information	NOUN
cblr-3425	25	13	inequality	inequality	PROPN
cblr-3425	25	14	....................................	....................................	PUNCT
cblr-3425	26	1	693	693	NUM
cblr-3425	26	2	iv	iv	NOUN
cblr-3425	26	3	.	.	PUNCT
cblr-3425	26	4	conclusion	conclusion	NOUN
cblr-3425	26	5	....................................................................	....................................................................	PUNCT
cblr-3425	27	1	694	694	NUM
cblr-3425	27	2	no	no	NOUN
cblr-3425	27	3	.	.	PUNCT
cblr-3425	27	4	2:621	2:621	NUM
cblr-3425	27	5	]	]	X
cblr-3425	27	6	predictive	predictive	ADJ
cblr-3425	27	7	contracting	contracting	NOUN
cblr-3425	27	8	623	623	NUM
cblr-3425	27	9	i.	i.	NOUN
cblr-3425	27	10	introduction	introduction	NOUN
cblr-3425	27	11	this	this	DET
cblr-3425	27	12	article	article	NOUN
cblr-3425	27	13	examines	examine	VERB
cblr-3425	27	14	how	how	SCONJ
cblr-3425	27	15	contract	contract	NOUN
cblr-3425	27	16	drafters	drafter	NOUN
cblr-3425	27	17	can	can	AUX
cblr-3425	27	18	use	use	VERB
cblr-3425	27	19	data	datum	NOUN
cblr-3425	27	20	on	on	ADP
cblr-3425	27	21	contract	contract	NOUN
cblr-3425	27	22	outcomes1	outcomes1	NOUN
cblr-3425	27	23	to	to	PART
cblr-3425	27	24	inform	inform	VERB
cblr-3425	27	25	contract	contract	NOUN
cblr-3425	27	26	design.2	design.2	PROPN
cblr-3425	27	27	building	build	VERB
cblr-3425	27	28	on	on	ADP
cblr-3425	27	29	recent	recent	ADJ
cblr-3425	27	30	developments	development	NOUN
cblr-3425	27	31	in	in	ADP
cblr-3425	27	32	contract	contract	NOUN
cblr-3425	27	33	data	datum	NOUN
cblr-3425	27	34	collection	collection	NOUN
cblr-3425	27	35	and	and	CCONJ
cblr-3425	27	36	analysis	analysis	NOUN
cblr-3425	27	37	,	,	PUNCT
cblr-3425	27	38	the	the	DET
cblr-3425	27	39	article	article	NOUN
cblr-3425	27	40	proposes	propose	VERB
cblr-3425	27	41	“	"	PUNCT
cblr-3425	27	42	predictive	predictive	ADJ
cblr-3425	27	43	contracting	contracting	NOUN
cblr-3425	27	44	,	,	PUNCT
cblr-3425	27	45	”	"	PUNCT
cblr-3425	27	46	a	a	DET
cblr-3425	27	47	new	new	ADJ
cblr-3425	27	48	method	method	NOUN
cblr-3425	27	49	of	of	ADP
cblr-3425	27	50	contracting	contracting	NOUN
cblr-3425	27	51	in	in	ADP
cblr-3425	27	52	which	which	PRON
cblr-3425	27	53	contract	contract	NOUN
cblr-3425	27	54	drafters	drafter	NOUN
cblr-3425	27	55	can	can	AUX
cblr-3425	27	56	design	design	VERB
cblr-3425	27	57	contracts	contract	NOUN
cblr-3425	27	58	using	use	VERB
cblr-3425	27	59	a	a	DET
cblr-3425	27	60	technology	technology	NOUN
cblr-3425	27	61	system	system	NOUN
cblr-3425	27	62	that	that	PRON
cblr-3425	27	63	helps	help	VERB
cblr-3425	27	64	predict	predict	VERB
cblr-3425	27	65	the	the	DET
cblr-3425	27	66	connections	connection	NOUN
cblr-3425	27	67	between	between	ADP
cblr-3425	27	68	contract	contract	NOUN
cblr-3425	27	69	terms	term	NOUN
cblr-3425	27	70	and	and	CCONJ
cblr-3425	27	71	outcomes	outcome	NOUN
cblr-3425	27	72	.	.	PUNCT
cblr-3425	28	1	on	on	ADP
cblr-3425	28	2	july	july	PROPN
cblr-3425	28	3	25	25	NUM
cblr-3425	28	4	,	,	PUNCT
cblr-3425	28	5	2018	2018	NUM
cblr-3425	28	6	,	,	PUNCT
cblr-3425	28	7	the	the	DET
cblr-3425	28	8	major	major	ADJ
cblr-3425	28	9	technology	technology	NOUN
cblr-3425	28	10	company	company	NOUN
cblr-3425	28	11	qualcomm	qualcomm	NOUN
cblr-3425	28	12	announced	announce	VERB
cblr-3425	28	13	that	that	SCONJ
cblr-3425	28	14	it	it	PRON
cblr-3425	28	15	was	be	AUX
cblr-3425	28	16	walking	walk	VERB
cblr-3425	28	17	away	away	ADV
cblr-3425	28	18	from	from	ADP
cblr-3425	28	19	its	its	PRON
cblr-3425	28	20	$	$	SYM
cblr-3425	28	21	44	44	NUM
cblr-3425	28	22	billion	billion	NUM
cblr-3425	28	23	acquisition	acquisition	NOUN
cblr-3425	28	24	of	of	ADP
cblr-3425	28	25	nxp	nxp	NOUN
cblr-3425	28	26	semiconductors.3	semiconductors.3	PROPN
cblr-3425	28	27	qualcomm	qualcomm	NOUN
cblr-3425	28	28	and	and	CCONJ
cblr-3425	28	29	nxp	nxp	PROPN
cblr-3425	28	30	had	have	AUX
cblr-3425	28	31	been	be	AUX
cblr-3425	28	32	working	work	VERB
cblr-3425	28	33	on	on	ADP
cblr-3425	28	34	closing	close	VERB
cblr-3425	28	35	the	the	DET
cblr-3425	28	36	acquisition	acquisition	NOUN
cblr-3425	28	37	for	for	ADP
cblr-3425	28	38	almost	almost	ADV
cblr-3425	28	39	two	two	NUM
cblr-3425	28	40	years.4	years.4	PROPN
cblr-3425	28	41	qualcomm	qualcomm	NOUN
cblr-3425	28	42	finally	finally	ADV
cblr-3425	28	43	decided	decide	VERB
cblr-3425	28	44	to	to	PART
cblr-3425	28	45	terminate	terminate	VERB
cblr-3425	28	46	the	the	DET
cblr-3425	28	47	deal	deal	NOUN
cblr-3425	28	48	after	after	ADP
cblr-3425	28	49	failing	fail	VERB
cblr-3425	28	50	to	to	PART
cblr-3425	28	51	receive	receive	VERB
cblr-3425	28	52	regulatory	regulatory	ADJ
cblr-3425	28	53	approval	approval	NOUN
cblr-3425	28	54	from	from	ADP
cblr-3425	28	55	china.5	china.5	NOUN
cblr-3425	28	56	yet	yet	ADV
cblr-3425	28	57	despite	despite	SCONJ
cblr-3425	28	58	qualcomm	qualcomm	NOUN
cblr-3425	28	59	’s	’s	PART
cblr-3425	28	60	best	good	ADJ
cblr-3425	28	61	efforts	effort	NOUN
cblr-3425	28	62	to	to	PART
cblr-3425	28	63	close	close	VERB
cblr-3425	28	64	the	the	DET
cblr-3425	28	65	deal,6	deal,6	NOUN
cblr-3425	28	66	it	it	PRON
cblr-3425	28	67	did	do	VERB
cblr-3425	28	68	not	not	PART
cblr-3425	28	69	1	1	NUM
cblr-3425	28	70	this	this	DET
cblr-3425	28	71	article	article	NOUN
cblr-3425	28	72	uses	use	VERB
cblr-3425	28	73	the	the	DET
cblr-3425	28	74	term	term	NOUN
cblr-3425	28	75	“	"	PUNCT
cblr-3425	28	76	contract	contract	NOUN
cblr-3425	28	77	outcomes	outcome	NOUN
cblr-3425	28	78	”	"	PUNCT
cblr-3425	28	79	to	to	PART
cblr-3425	28	80	refer	refer	VERB
cblr-3425	28	81	to	to	ADP
cblr-3425	28	82	a	a	DET
cblr-3425	28	83	broad	broad	ADJ
cblr-3425	28	84	set	set	NOUN
cblr-3425	28	85	of	of	ADP
cblr-3425	28	86	outcomes	outcome	NOUN
cblr-3425	28	87	that	that	PRON
cblr-3425	28	88	can	can	AUX
cblr-3425	28	89	be	be	AUX
cblr-3425	28	90	used	use	VERB
cblr-3425	28	91	to	to	PART
cblr-3425	28	92	assess	assess	VERB
cblr-3425	28	93	a	a	DET
cblr-3425	28	94	contract	contract	NOUN
cblr-3425	28	95	’s	’s	PART
cblr-3425	28	96	performance	performance	NOUN
cblr-3425	28	97	.	.	PUNCT
cblr-3425	29	1	this	this	PRON
cblr-3425	29	2	includes	include	VERB
cblr-3425	29	3	outcomes	outcome	NOUN
cblr-3425	29	4	such	such	ADJ
cblr-3425	29	5	as	as	ADP
cblr-3425	29	6	whether	whether	SCONJ
cblr-3425	29	7	the	the	DET
cblr-3425	29	8	contract	contract	NOUN
cblr-3425	29	9	resulted	result	VERB
cblr-3425	29	10	in	in	ADP
cblr-3425	29	11	litigation	litigation	NOUN
cblr-3425	29	12	,	,	PUNCT
cblr-3425	29	13	the	the	DET
cblr-3425	29	14	quality	quality	NOUN
cblr-3425	29	15	and	and	CCONJ
cblr-3425	29	16	timing	timing	NOUN
cblr-3425	29	17	of	of	ADP
cblr-3425	29	18	counterparty	counterparty	NOUN
cblr-3425	29	19	performance	performance	NOUN
cblr-3425	29	20	,	,	PUNCT
cblr-3425	29	21	how	how	SCONJ
cblr-3425	29	22	much	much	ADJ
cblr-3425	29	23	the	the	DET
cblr-3425	29	24	contract	contract	NOUN
cblr-3425	29	25	cost	cost	NOUN
cblr-3425	29	26	to	to	PART
cblr-3425	29	27	draft	draft	VERB
cblr-3425	29	28	and	and	CCONJ
cblr-3425	29	29	administer	administer	NOUN
cblr-3425	29	30	,	,	PUNCT
cblr-3425	29	31	etc	etc	X
cblr-3425	29	32	.	.	X
cblr-3425	29	33	for	for	ADP
cblr-3425	29	34	a	a	DET
cblr-3425	29	35	discussion	discussion	NOUN
cblr-3425	29	36	of	of	ADP
cblr-3425	29	37	contract	contract	NOUN
cblr-3425	29	38	outcomes	outcome	NOUN
cblr-3425	29	39	,	,	PUNCT
cblr-3425	29	40	see	see	VERB
cblr-3425	29	41	infra	infra	NOUN
cblr-3425	29	42	section	section	NOUN
cblr-3425	29	43	iii.b.2	iii.b.2	PROPN
cblr-3425	29	44	.	.	PUNCT
cblr-3425	29	45	2	2	NUM
cblr-3425	29	46	this	this	DET
cblr-3425	29	47	article	article	NOUN
cblr-3425	29	48	uses	use	VERB
cblr-3425	29	49	the	the	DET
cblr-3425	29	50	term	term	NOUN
cblr-3425	29	51	“	"	PUNCT
cblr-3425	29	52	contract	contract	NOUN
cblr-3425	29	53	design	design	NOUN
cblr-3425	29	54	”	"	PUNCT
cblr-3425	29	55	to	to	PART
cblr-3425	29	56	collectively	collectively	ADV
cblr-3425	29	57	refer	refer	VERB
cblr-3425	29	58	to	to	ADP
cblr-3425	29	59	the	the	DET
cblr-3425	29	60	set	set	NOUN
cblr-3425	29	61	of	of	ADP
cblr-3425	29	62	terms	term	NOUN
cblr-3425	29	63	that	that	PRON
cblr-3425	29	64	make	make	VERB
cblr-3425	29	65	up	up	ADP
cblr-3425	29	66	a	a	DET
cblr-3425	29	67	contract	contract	NOUN
cblr-3425	29	68	.	.	PUNCT
cblr-3425	30	1	see	see	VERB
cblr-3425	30	2	albert	albert	PROPN
cblr-3425	30	3	choi	choi	PROPN
cblr-3425	30	4	&	&	CCONJ
cblr-3425	30	5	george	george	PROPN
cblr-3425	30	6	triantis	triantis	PROPN
cblr-3425	30	7	,	,	PUNCT
cblr-3425	30	8	the	the	DET
cblr-3425	30	9	effect	effect	NOUN
cblr-3425	30	10	of	of	ADP
cblr-3425	30	11	bargaining	bargaining	NOUN
cblr-3425	30	12	power	power	NOUN
cblr-3425	30	13	on	on	ADP
cblr-3425	30	14	contract	contract	NOUN
cblr-3425	30	15	design	design	NOUN
cblr-3425	30	16	,	,	PUNCT
cblr-3425	30	17	98	98	NUM
cblr-3425	30	18	va	va	NOUN
cblr-3425	30	19	.	.	PUNCT
cblr-3425	31	1	l.	l.	PROPN
cblr-3425	31	2	rev	rev	PROPN
cblr-3425	31	3	.	.	PROPN
cblr-3425	31	4	1665	1665	NUM
cblr-3425	31	5	,	,	PUNCT
cblr-3425	31	6	1665–69	1665–69	X
cblr-3425	31	7	(	(	PUNCT
cblr-3425	31	8	2012	2012	NUM
cblr-3425	31	9	)	)	PUNCT
cblr-3425	31	10	;	;	PUNCT
cblr-3425	31	11	spencer	spencer	PROPN
cblr-3425	31	12	williams	williams	PROPN
cblr-3425	31	13	,	,	PUNCT
cblr-3425	31	14	venture	venture	NOUN
cblr-3425	31	15	capital	capital	NOUN
cblr-3425	31	16	contract	contract	NOUN
cblr-3425	31	17	design	design	NOUN
cblr-3425	31	18	:	:	PUNCT
cblr-3425	31	19	an	an	DET
cblr-3425	31	20	empirical	empirical	ADJ
cblr-3425	31	21	analysis	analysis	NOUN
cblr-3425	31	22	of	of	ADP
cblr-3425	31	23	the	the	DET
cblr-3425	31	24	connection	connection	NOUN
cblr-3425	31	25	between	between	ADP
cblr-3425	31	26	bargaining	bargaining	NOUN
cblr-3425	31	27	power	power	NOUN
cblr-3425	31	28	and	and	CCONJ
cblr-3425	31	29	venture	venture	NOUN
cblr-3425	31	30	financing	financing	NOUN
cblr-3425	31	31	contract	contract	NOUN
cblr-3425	31	32	terms	term	NOUN
cblr-3425	31	33	,	,	PUNCT
cblr-3425	31	34	23	23	NUM
cblr-3425	31	35	fordham	fordham	PROPN
cblr-3425	31	36	j.	j.	PROPN
cblr-3425	31	37	corp	corp	PROPN
cblr-3425	31	38	.	.	PROPN
cblr-3425	31	39	&	&	CCONJ
cblr-3425	31	40	fin	fin	PROPN
cblr-3425	31	41	.	.	PUNCT
cblr-3425	32	1	l.	l.	PROPN
cblr-3425	32	2	105	105	NUM
cblr-3425	32	3	,	,	PUNCT
cblr-3425	32	4	106	106	NUM
cblr-3425	32	5	–	–	PUNCT
cblr-3425	32	6	07	07	NUM
cblr-3425	32	7	(	(	PUNCT
cblr-3425	32	8	2017	2017	NUM
cblr-3425	32	9	)	)	PUNCT
cblr-3425	32	10	.	.	PUNCT
cblr-3425	33	1	3	3	NUM
cblr-3425	33	2	see	see	VERB
cblr-3425	33	3	don	don	PROPN
cblr-3425	33	4	clark	clark	PROPN
cblr-3425	33	5	,	,	PUNCT
cblr-3425	33	6	qualcomm	qualcomm	NOUN
cblr-3425	33	7	scraps	scrap	NOUN
cblr-3425	33	8	$	$	SYM
cblr-3425	33	9	44	44	NUM
cblr-3425	33	10	billion	billion	NUM
cblr-3425	33	11	nxp	nxp	NOUN
cblr-3425	33	12	deal	deal	NOUN
cblr-3425	33	13	after	after	ADP
cblr-3425	33	14	china	china	PROPN
cblr-3425	33	15	inaction	inaction	PROPN
cblr-3425	33	16	,	,	PUNCT
cblr-3425	33	17	n.y	n.y	PROPN
cblr-3425	33	18	.	.	PROPN
cblr-3425	33	19	times	times	PROPN
cblr-3425	33	20	(	(	PUNCT
cblr-3425	33	21	july	july	PROPN
cblr-3425	33	22	25	25	NUM
cblr-3425	33	23	,	,	PUNCT
cblr-3425	33	24	2018	2018	NUM
cblr-3425	33	25	)	)	PUNCT
cblr-3425	33	26	,	,	PUNCT
cblr-3425	33	27	https://www.nytimes.com/	https://www.nytimes.com/	ADJ
cblr-3425	33	28	2018/07/25	2018/07/25	NUM
cblr-3425	33	29	/	/	SYM
cblr-3425	33	30	technology	technology	NOUN
cblr-3425	33	31	/	/	SYM
cblr-3425	33	32	qualcomm	qualcomm	NOUN
cblr-3425	33	33	-	-	PUNCT
cblr-3425	33	34	nxp	nxp	NOUN
cblr-3425	33	35	-	-	PUNCT
cblr-3425	33	36	china	china	PROPN
cblr-3425	33	37	-	-	PUNCT
cblr-3425	33	38	deadline.html	deadline.html	PROPN
cblr-3425	33	39	[	[	X
cblr-3425	33	40	https://perma	https://perma	X
cblr-3425	33	41	.	.	PUNCT
cblr-3425	33	42	cc/8d52	cc/8d52	PROPN
cblr-3425	33	43	-	-	PUNCT
cblr-3425	33	44	7jlt	7jlt	NOUN
cblr-3425	33	45	]	]	PUNCT
cblr-3425	33	46	.	.	PUNCT
cblr-3425	34	1	4	4	NUM
cblr-3425	34	2	see	see	VERB
cblr-3425	34	3	chad	chad	PROPN
cblr-3425	34	4	bray	bray	PROPN
cblr-3425	34	5	&	&	CCONJ
cblr-3425	34	6	quentin	quentin	PROPN
cblr-3425	34	7	hardy	hardy	ADJ
cblr-3425	34	8	,	,	PUNCT
cblr-3425	34	9	qualcomm	qualcomm	NOUN
cblr-3425	34	10	to	to	PART
cblr-3425	34	11	acquire	acquire	VERB
cblr-3425	34	12	nxp	nxp	NOUN
cblr-3425	34	13	semiconductors	semiconductor	NOUN
cblr-3425	34	14	for	for	ADP
cblr-3425	34	15	$	$	SYM
cblr-3425	34	16	38.5	38.5	NUM
cblr-3425	34	17	billion	billion	NUM
cblr-3425	34	18	,	,	PUNCT
cblr-3425	34	19	n.y	n.y	PROPN
cblr-3425	34	20	.	.	PROPN
cblr-3425	34	21	times	times	PROPN
cblr-3425	34	22	(	(	PUNCT
cblr-3425	34	23	oct	oct	PROPN
cblr-3425	34	24	.	.	PROPN
cblr-3425	34	25	27	27	NUM
cblr-3425	34	26	,	,	PUNCT
cblr-3425	34	27	2016	2016	NUM
cblr-3425	34	28	)	)	PUNCT
cblr-3425	34	29	,	,	PUNCT
cblr-3425	34	30	https://www.nytimes.com/2016/10/28/business/dealbook/qualcommacquire-nxp-semiconductors.html	https://www.nytimes.com/2016/10/28/business/dealbook/qualcommacquire-nxp-semiconductors.html	VERB
cblr-3425	35	1	[	[	PUNCT
cblr-3425	35	2	https://perma.cc/7rdx-t85d	https://perma.cc/7rdx-t85d	NOUN
cblr-3425	35	3	]	]	PUNCT
cblr-3425	35	4	.	.	PUNCT
cblr-3425	35	5	5	5	NUM
cblr-3425	35	6	see	see	VERB
cblr-3425	35	7	clark	clark	NOUN
cblr-3425	35	8	,	,	PUNCT
cblr-3425	35	9	supra	supra	PROPN
cblr-3425	35	10	note	note	NOUN
cblr-3425	35	11	3	3	NUM
cblr-3425	35	12	.	.	NOUN
cblr-3425	35	13	6	6	NUM
cblr-3425	35	14	the	the	DET
cblr-3425	35	15	ceos	ceos	NOUN
cblr-3425	35	16	of	of	ADP
cblr-3425	35	17	qualcomm	qualcomm	NOUN
cblr-3425	35	18	and	and	CCONJ
cblr-3425	35	19	nxp	nxp	NOUN
cblr-3425	35	20	even	even	ADV
cblr-3425	35	21	exchanged	exchange	VERB
cblr-3425	35	22	text	text	NOUN
cblr-3425	35	23	messages	message	NOUN
cblr-3425	35	24	thanking	thank	VERB
cblr-3425	35	25	each	each	DET
cblr-3425	35	26	other	other	ADJ
cblr-3425	35	27	for	for	ADP
cblr-3425	35	28	their	their	PRON
cblr-3425	35	29	work	work	NOUN
cblr-3425	35	30	on	on	ADP
cblr-3425	35	31	the	the	DET
cblr-3425	35	32	deal	deal	NOUN
cblr-3425	35	33	despite	despite	SCONJ
cblr-3425	35	34	the	the	DET
cblr-3425	35	35	end	end	NOUN
cblr-3425	35	36	result	result	NOUN
cblr-3425	35	37	.	.	PUNCT
cblr-3425	36	1	see	see	VERB
cblr-3425	36	2	stu	stu	PROPN
cblr-3425	36	3	woo	woo	PROPN
cblr-3425	36	4	,	,	PUNCT
cblr-3425	36	5	“	"	PUNCT
cblr-3425	36	6	i	i	PRON
cblr-3425	36	7	’m	’m	VERB
cblr-3425	36	8	sorry	sorry	ADJ
cblr-3425	36	9	”	"	PUNCT
cblr-3425	36	10	:	:	PUNCT
cblr-3425	36	11	qualcomm	qualcomm	NOUN
cblr-3425	36	12	and	and	CCONJ
cblr-3425	36	13	nxp	nxp	PROPN
cblr-3425	36	14	chiefs	chief	NOUN
cblr-3425	36	15	lament	lament	NOUN
cblr-3425	36	16	failed	fail	VERB
cblr-3425	36	17	deal	deal	NOUN
cblr-3425	36	18	via	via	ADP
cblr-3425	36	19	texts	text	NOUN
cblr-3425	36	20	,	,	PUNCT
cblr-3425	36	21	wall	wall	PROPN
cblr-3425	36	22	st	st	PROPN
cblr-3425	36	23	.	.	PROPN
cblr-3425	36	24	j.	j.	PROPN
cblr-3425	36	25	(	(	PUNCT
cblr-3425	36	26	july	july	PROPN
cblr-3425	36	27	26	26	NUM
cblr-3425	36	28	,	,	PUNCT
cblr-3425	36	29	2018	2018	NUM
cblr-3425	36	30	)	)	PUNCT
cblr-3425	36	31	,	,	PUNCT
cblr-3425	36	32	https://www.wsj.com/articles/qualcomm	https://www.wsj.com/articles/qualcomm	PROPN
cblr-3425	36	33	624	624	NUM
cblr-3425	36	34	columbia	columbia	PROPN
cblr-3425	36	35	business	business	NOUN
cblr-3425	36	36	law	law	NOUN
cblr-3425	36	37	review	review	NOUN
cblr-3425	36	38	[	[	X
cblr-3425	36	39	vol	vol	NOUN
cblr-3425	36	40	.	.	PUNCT
cblr-3425	36	41	2019	2019	NUM
cblr-3425	36	42	get	get	VERB
cblr-3425	36	43	to	to	PART
cblr-3425	36	44	walk	walk	VERB
cblr-3425	36	45	away	away	ADV
cblr-3425	36	46	for	for	ADP
cblr-3425	36	47	free.7	free.7	PROPN
cblr-3425	36	48	instead	instead	ADV
cblr-3425	36	49	,	,	PUNCT
cblr-3425	36	50	it	it	PRON
cblr-3425	36	51	was	be	AUX
cblr-3425	36	52	forced	force	VERB
cblr-3425	36	53	to	to	PART
cblr-3425	36	54	pay	pay	VERB
cblr-3425	36	55	nxp	nxp	NOUN
cblr-3425	36	56	a	a	DET
cblr-3425	36	57	termination	termination	NOUN
cblr-3425	36	58	fee	fee	NOUN
cblr-3425	36	59	of	of	ADP
cblr-3425	36	60	$	$	SYM
cblr-3425	36	61	2	2	NUM
cblr-3425	36	62	billion	billion	NUM
cblr-3425	36	63	under	under	ADP
cblr-3425	36	64	a	a	DET
cblr-3425	36	65	breakup	breakup	NOUN
cblr-3425	36	66	provision	provision	NOUN
cblr-3425	36	67	in	in	ADP
cblr-3425	36	68	the	the	DET
cblr-3425	36	69	acquisition	acquisition	NOUN
cblr-3425	36	70	agreement.8	agreement.8	PROPN
cblr-3425	36	71	as	as	ADP
cblr-3425	36	72	the	the	DET
cblr-3425	36	73	breakup	breakup	NOUN
cblr-3425	36	74	provision	provision	NOUN
cblr-3425	36	75	in	in	ADP
cblr-3425	36	76	the	the	DET
cblr-3425	36	77	qualcomm	qualcomm	NOUN
cblr-3425	36	78	-	-	PUNCT
cblr-3425	36	79	nxp	nxp	NOUN
cblr-3425	36	80	example	example	NOUN
cblr-3425	36	81	highlights	highlight	NOUN
cblr-3425	36	82	,	,	PUNCT
cblr-3425	36	83	contract	contract	NOUN
cblr-3425	36	84	terms	term	NOUN
cblr-3425	36	85	can	can	AUX
cblr-3425	36	86	have	have	VERB
cblr-3425	36	87	significant	significant	ADJ
cblr-3425	36	88	effects	effect	NOUN
cblr-3425	36	89	on	on	ADP
cblr-3425	36	90	outcomes	outcome	NOUN
cblr-3425	36	91	for	for	ADP
cblr-3425	36	92	the	the	DET
cblr-3425	36	93	parties	party	NOUN
cblr-3425	36	94	involved	involve	VERB
cblr-3425	36	95	.	.	PUNCT
cblr-3425	37	1	this	this	PRON
cblr-3425	37	2	is	be	AUX
cblr-3425	37	3	the	the	DET
cblr-3425	37	4	case	case	NOUN
cblr-3425	37	5	in	in	ADP
cblr-3425	37	6	businessto	businessto	NOUN
cblr-3425	37	7	-	-	PUNCT
cblr-3425	37	8	business	business	NOUN
cblr-3425	37	9	contracts	contract	NOUN
cblr-3425	37	10	and	and	CCONJ
cblr-3425	37	11	business	business	NOUN
cblr-3425	37	12	-	-	PUNCT
cblr-3425	37	13	to	to	ADP
cblr-3425	37	14	-	-	PUNCT
cblr-3425	37	15	consumer	consumer	NOUN
cblr-3425	37	16	contracts.9	contracts.9	NOUN
cblr-3425	37	17	for	for	ADP
cblr-3425	37	18	example	example	NOUN
cblr-3425	37	19	,	,	PUNCT
cblr-3425	37	20	experimental	experimental	ADJ
cblr-3425	37	21	evidence	evidence	NOUN
cblr-3425	37	22	suggests	suggest	VERB
cblr-3425	37	23	that	that	SCONJ
cblr-3425	37	24	transfer	transfer	VERB
cblr-3425	37	25	provisions	provision	NOUN
cblr-3425	37	26	in	in	ADP
cblr-3425	37	27	mortgage	mortgage	NOUN
cblr-3425	37	28	contracts	contract	NOUN
cblr-3425	37	29	can	can	AUX
cblr-3425	37	30	increase	increase	VERB
cblr-3425	37	31	the	the	DET
cblr-3425	37	32	likelihood	likelihood	NOUN
cblr-3425	37	33	of	of	ADP
cblr-3425	37	34	homeowners	homeowner	NOUN
cblr-3425	37	35	engaging	engage	VERB
cblr-3425	37	36	in	in	ADP
cblr-3425	37	37	strategic	strategic	ADJ
cblr-3425	37	38	default10	default10	NOUN
cblr-3425	37	39	and	and	CCONJ
cblr-3425	37	40	that	that	SCONJ
cblr-3425	37	41	parties	party	NOUN
cblr-3425	37	42	are	be	AUX
cblr-3425	37	43	more	more	ADV
cblr-3425	37	44	likely	likely	ADJ
cblr-3425	37	45	to	to	PART
cblr-3425	37	46	exploit	exploit	VERB
cblr-3425	37	47	efficient	efficient	ADJ
cblr-3425	37	48	-	-	PUNCT
cblr-3425	37	49	breach	breach	NOUN
cblr-3425	37	50	opportunities	opportunity	NOUN
cblr-3425	37	51	if	if	SCONJ
cblr-3425	37	52	the	the	DET
cblr-3425	37	53	contract	contract	NOUN
cblr-3425	37	54	contains	contain	VERB
cblr-3425	37	55	a	a	DET
cblr-3425	37	56	liquidated	liquidate	VERB
cblr-3425	37	57	damages	damage	NOUN
cblr-3425	37	58	clause.11	clause.11	PROPN
cblr-3425	37	59	in	in	ADP
cblr-3425	37	60	addition	addition	NOUN
cblr-3425	37	61	,	,	PUNCT
cblr-3425	37	62	empirical	empirical	ADJ
cblr-3425	37	63	results	result	NOUN
cblr-3425	37	64	show	show	VERB
cblr-3425	37	65	that	that	SCONJ
cblr-3425	37	66	anti	anti	ADJ
cblr-3425	37	67	-	-	ADJ
cblr-3425	37	68	dilution	dilution	ADJ
cblr-3425	37	69	mechanisms	mechanism	NOUN
cblr-3425	37	70	in	in	ADP
cblr-3425	37	71	venture	venture	NOUN
cblr-3425	37	72	capital	capital	NOUN
cblr-3425	37	73	contracts	contract	NOUN
cblr-3425	37	74	can	can	AUX
cblr-3425	37	75	alter	alter	VERB
cblr-3425	37	76	the	the	DET
cblr-3425	37	77	division	division	NOUN
cblr-3425	37	78	of	of	ADP
cblr-3425	37	79	control	control	NOUN
cblr-3425	37	80	between	between	ADP
cblr-3425	37	81	entrepreneurs	entrepreneur	NOUN
cblr-3425	37	82	and	and	CCONJ
cblr-3425	37	83	investors12	investors12	NOUN
cblr-3425	37	84	and	and	CCONJ
cblr-3425	37	85	that	that	SCONJ
cblr-3425	37	86	earnout	earnout	ADP
cblr-3425	37	87	clauses	clause	NOUN
cblr-3425	37	88	in	in	ADP
cblr-3425	37	89	complex	complex	ADJ
cblr-3425	37	90	acquisition	acquisition	NOUN
cblr-3425	37	91	agreements	agreement	NOUN
cblr-3425	37	92	can	can	AUX
cblr-3425	37	93	have	have	VERB
cblr-3425	37	94	deal	deal	NOUN
cblr-3425	37	95	-	-	PUNCT
cblr-3425	37	96	collapse	collapse	NOUN
cblr-3425	37	97	-	-	PUNCT
cblr-3425	37	98	forces	force	NOUN
cblr-3425	37	99	-	-	PUNCT
cblr-3425	37	100	nxp	nxp	NOUN
cblr-3425	37	101	-	-	PUNCT
cblr-3425	37	102	to	to	ADP
cblr-3425	37	103	-	-	PUNCT
cblr-3425	37	104	forge	forge	NOUN
cblr-3425	37	105	-	-	PUNCT
cblr-3425	37	106	a	a	DET
cblr-3425	37	107	-	-	PUNCT
cblr-3425	37	108	new	new	ADJ
cblr-3425	37	109	-	-	PUNCT
cblr-3425	37	110	path-1532600411	path-1532600411	ADJ
cblr-3425	37	111	(	(	PUNCT
cblr-3425	37	112	on	on	ADP
cblr-3425	37	113	file	file	NOUN
cblr-3425	37	114	with	with	ADP
cblr-3425	37	115	the	the	DET
cblr-3425	37	116	columbia	columbia	PROPN
cblr-3425	37	117	business	business	PROPN
cblr-3425	37	118	law	law	PROPN
cblr-3425	37	119	review	review	PROPN
cblr-3425	37	120	)	)	PUNCT
cblr-3425	37	121	.	.	PUNCT
cblr-3425	38	1	7	7	NUM
cblr-3425	38	2	see	see	VERB
cblr-3425	38	3	clark	clark	NOUN
cblr-3425	38	4	,	,	PUNCT
cblr-3425	38	5	supra	supra	PROPN
cblr-3425	38	6	note	note	NOUN
cblr-3425	38	7	3	3	NUM
cblr-3425	38	8	.	.	NOUN
cblr-3425	38	9	8	8	NUM
cblr-3425	39	1	i	i	PRON
cblr-3425	39	2	d.	d.	NOUN
cblr-3425	39	3	9	9	NUM
cblr-3425	39	4	while	while	SCONJ
cblr-3425	39	5	this	this	DET
cblr-3425	39	6	article	article	NOUN
cblr-3425	39	7	focuses	focus	VERB
cblr-3425	39	8	primarily	primarily	ADV
cblr-3425	39	9	on	on	ADP
cblr-3425	39	10	business	business	NOUN
cblr-3425	39	11	-	-	PUNCT
cblr-3425	39	12	to	to	ADP
cblr-3425	39	13	-	-	PUNCT
cblr-3425	39	14	business	business	NOUN
cblr-3425	39	15	contracts	contract	NOUN
cblr-3425	39	16	,	,	PUNCT
cblr-3425	39	17	it	it	PRON
cblr-3425	39	18	also	also	ADV
cblr-3425	39	19	highlights	highlight	VERB
cblr-3425	39	20	some	some	DET
cblr-3425	39	21	important	important	ADJ
cblr-3425	39	22	issues	issue	NOUN
cblr-3425	39	23	unique	unique	ADJ
cblr-3425	39	24	to	to	ADP
cblr-3425	39	25	business	business	NOUN
cblr-3425	39	26	-	-	PUNCT
cblr-3425	39	27	toconsumer	toconsumer	NOUN
cblr-3425	39	28	contracts	contract	NOUN
cblr-3425	39	29	.	.	PUNCT
cblr-3425	40	1	for	for	ADP
cblr-3425	40	2	a	a	DET
cblr-3425	40	3	categorization	categorization	NOUN
cblr-3425	40	4	of	of	ADP
cblr-3425	40	5	contracts	contract	NOUN
cblr-3425	40	6	along	along	ADP
cblr-3425	40	7	these	these	DET
cblr-3425	40	8	lines	line	NOUN
cblr-3425	40	9	,	,	PUNCT
cblr-3425	40	10	see	see	VERB
cblr-3425	40	11	alan	alan	PROPN
cblr-3425	40	12	schwartz	schwartz	PROPN
cblr-3425	40	13	&	&	CCONJ
cblr-3425	40	14	robert	robert	PROPN
cblr-3425	40	15	e.	e.	PROPN
cblr-3425	40	16	scott	scott	PROPN
cblr-3425	40	17	,	,	PUNCT
cblr-3425	40	18	contract	contract	NOUN
cblr-3425	40	19	theory	theory	NOUN
cblr-3425	40	20	and	and	CCONJ
cblr-3425	40	21	the	the	DET
cblr-3425	40	22	limits	limit	NOUN
cblr-3425	40	23	of	of	ADP
cblr-3425	40	24	contract	contract	NOUN
cblr-3425	40	25	law	law	NOUN
cblr-3425	40	26	,	,	PUNCT
cblr-3425	40	27	113	113	NUM
cblr-3425	40	28	yale	yale	PROPN
cblr-3425	40	29	l.j	l.j	PROPN
cblr-3425	40	30	.	.	PROPN
cblr-3425	40	31	541	541	NUM
cblr-3425	40	32	,	,	PUNCT
cblr-3425	40	33	544	544	NUM
cblr-3425	40	34	(	(	PUNCT
cblr-3425	40	35	2003	2003	NUM
cblr-3425	40	36	)	)	PUNCT
cblr-3425	40	37	(	(	PUNCT
cblr-3425	40	38	breaking	break	VERB
cblr-3425	40	39	contracts	contract	NOUN
cblr-3425	40	40	down	down	ADP
cblr-3425	40	41	into	into	ADP
cblr-3425	40	42	four	four	NUM
cblr-3425	40	43	categories	category	NOUN
cblr-3425	40	44	based	base	VERB
cblr-3425	40	45	on	on	ADP
cblr-3425	40	46	whether	whether	SCONJ
cblr-3425	40	47	the	the	DET
cblr-3425	40	48	parties	party	NOUN
cblr-3425	40	49	are	be	AUX
cblr-3425	40	50	businesses	business	NOUN
cblr-3425	40	51	and/or	and/or	CCONJ
cblr-3425	40	52	individuals	individual	NOUN
cblr-3425	40	53	)	)	PUNCT
cblr-3425	40	54	.	.	PUNCT
cblr-3425	41	1	10	10	NUM
cblr-3425	41	2	see	see	VERB
cblr-3425	41	3	tess	tess	PROPN
cblr-3425	41	4	wilkinson	wilkinson	PROPN
cblr-3425	41	5	-	-	PUNCT
cblr-3425	41	6	ryan	ryan	PROPN
cblr-3425	41	7	,	,	PUNCT
cblr-3425	41	8	breaching	breach	VERB
cblr-3425	41	9	the	the	DET
cblr-3425	41	10	mortgage	mortgage	NOUN
cblr-3425	41	11	contract	contract	NOUN
cblr-3425	41	12	:	:	PUNCT
cblr-3425	41	13	the	the	DET
cblr-3425	41	14	behavioral	behavioral	ADJ
cblr-3425	41	15	economics	economic	NOUN
cblr-3425	41	16	of	of	ADP
cblr-3425	41	17	strategic	strategic	ADJ
cblr-3425	41	18	default	default	NOUN
cblr-3425	41	19	,	,	PUNCT
cblr-3425	41	20	64	64	NUM
cblr-3425	41	21	vand	vand	NOUN
cblr-3425	41	22	.	.	PUNCT
cblr-3425	42	1	l.	l.	PROPN
cblr-3425	42	2	rev	rev	PROPN
cblr-3425	42	3	.	.	PROPN
cblr-3425	42	4	1547	1547	NUM
cblr-3425	42	5	,	,	PUNCT
cblr-3425	42	6	1573–74	1573–74	NUM
cblr-3425	42	7	(	(	PUNCT
cblr-3425	42	8	2011	2011	NUM
cblr-3425	42	9	)	)	PUNCT
cblr-3425	42	10	.	.	PUNCT
cblr-3425	43	1	11	11	NUM
cblr-3425	43	2	see	see	VERB
cblr-3425	43	3	tess	tess	PROPN
cblr-3425	43	4	wilkinson	wilkinson	PROPN
cblr-3425	43	5	-	-	PUNCT
cblr-3425	43	6	ryan	ryan	PROPN
cblr-3425	43	7	,	,	PUNCT
cblr-3425	43	8	do	do	AUX
cblr-3425	43	9	liquidated	liquidate	VERB
cblr-3425	43	10	damages	damage	NOUN
cblr-3425	43	11	encourage	encourage	VERB
cblr-3425	43	12	breach	breach	NOUN
cblr-3425	43	13	?	?	PUNCT
cblr-3425	44	1	a	a	DET
cblr-3425	44	2	psychological	psychological	ADJ
cblr-3425	44	3	experiment	experiment	NOUN
cblr-3425	44	4	,	,	PUNCT
cblr-3425	44	5	108	108	NUM
cblr-3425	44	6	mich	mich	X
cblr-3425	44	7	.	.	PUNCT
cblr-3425	45	1	l.	l.	PROPN
cblr-3425	45	2	rev	rev	PROPN
cblr-3425	45	3	.	.	PROPN
cblr-3425	45	4	633	633	NUM
cblr-3425	45	5	,	,	PUNCT
cblr-3425	45	6	633–38	633–38	PROPN
cblr-3425	45	7	(	(	PUNCT
cblr-3425	45	8	2010	2010	NUM
cblr-3425	45	9	)	)	PUNCT
cblr-3425	45	10	.	.	PUNCT
cblr-3425	46	1	12	12	NUM
cblr-3425	46	2	robert	robert	PROPN
cblr-3425	46	3	e.	e.	PROPN
cblr-3425	46	4	hall	hall	PROPN
cblr-3425	46	5	&	&	CCONJ
cblr-3425	46	6	susan	susan	PROPN
cblr-3425	46	7	e.	e.	PROPN
cblr-3425	46	8	woodward	woodward	PROPN
cblr-3425	46	9	,	,	PUNCT
cblr-3425	46	10	the	the	DET
cblr-3425	46	11	incentives	incentive	NOUN
cblr-3425	46	12	to	to	PART
cblr-3425	46	13	start	start	VERB
cblr-3425	46	14	new	new	ADJ
cblr-3425	46	15	companies	company	NOUN
cblr-3425	46	16	:	:	PUNCT
cblr-3425	46	17	evidence	evidence	NOUN
cblr-3425	46	18	from	from	ADP
cblr-3425	46	19	venture	venture	NOUN
cblr-3425	46	20	capital	capital	NOUN
cblr-3425	46	21	11	11	NUM
cblr-3425	46	22	(	(	PUNCT
cblr-3425	46	23	nat’l	nat’l	NUM
cblr-3425	46	24	bureau	bureau	PROPN
cblr-3425	46	25	of	of	ADP
cblr-3425	46	26	econ	econ	PROPN
cblr-3425	46	27	.	.	PUNCT
cblr-3425	47	1	research	research	PROPN
cblr-3425	47	2	,	,	PUNCT
cblr-3425	47	3	working	work	VERB
cblr-3425	47	4	paper	paper	NOUN
cblr-3425	47	5	no	no	NOUN
cblr-3425	47	6	.	.	PROPN
cblr-3425	47	7	13056	13056	NUM
cblr-3425	47	8	,	,	PUNCT
cblr-3425	47	9	2007	2007	NUM
cblr-3425	47	10	)	)	PUNCT
cblr-3425	48	1	(	(	PUNCT
cblr-3425	48	2	finding	find	VERB
cblr-3425	48	3	that	that	SCONJ
cblr-3425	48	4	“	"	PUNCT
cblr-3425	48	5	[	[	PUNCT
cblr-3425	48	6	d]own	d]own	NOUN
cblr-3425	48	7	-	-	PUNCT
cblr-3425	48	8	round	round	ADJ
cblr-3425	48	9	anti	anti	ADJ
cblr-3425	48	10	-	-	ADJ
cblr-3425	48	11	dilution	dilution	ADJ
cblr-3425	48	12	provisions	provision	NOUN
cblr-3425	48	13	shift	shift	VERB
cblr-3425	48	14	venture	venture	NOUN
cblr-3425	48	15	ownership	ownership	NOUN
cblr-3425	48	16	upward	upward	ADJ
cblr-3425	48	17	and	and	CCONJ
cblr-3425	48	18	non	non	ADJ
cblr-3425	48	19	-	-	NOUN
cblr-3425	48	20	venture	venture	ADJ
cblr-3425	48	21	(	(	PUNCT
cblr-3425	48	22	entrepreneurs	entrepreneur	NOUN
cblr-3425	48	23	,	,	PUNCT
cblr-3425	48	24	angels	angel	NOUN
cblr-3425	48	25	,	,	PUNCT
cblr-3425	48	26	and	and	CCONJ
cblr-3425	48	27	employees	employee	NOUN
cblr-3425	48	28	)	)	PUNCT
cblr-3425	48	29	downward	downward	ADV
cblr-3425	48	30	by	by	ADP
cblr-3425	48	31	an	an	DET
cblr-3425	48	32	average	average	NOUN
cblr-3425	48	33	of	of	ADP
cblr-3425	48	34	4.8	4.8	NUM
cblr-3425	48	35	percentage	percentage	NOUN
cblr-3425	48	36	points	point	NOUN
cblr-3425	48	37	”	"	PUNCT
cblr-3425	48	38	)	)	PUNCT
cblr-3425	48	39	.	.	PUNCT
cblr-3425	49	1	for	for	ADP
cblr-3425	49	2	a	a	DET
cblr-3425	49	3	discussion	discussion	NOUN
cblr-3425	49	4	of	of	ADP
cblr-3425	49	5	anti	anti	ADJ
cblr-3425	49	6	-	-	ADJ
cblr-3425	49	7	dilution	dilution	ADJ
cblr-3425	49	8	provisions	provision	NOUN
cblr-3425	49	9	,	,	PUNCT
cblr-3425	49	10	see	see	VERB
cblr-3425	49	11	michael	michael	PROPN
cblr-3425	49	12	a.	a.	PROPN
cblr-3425	49	13	woronoff	woronoff	PROPN
cblr-3425	49	14	&	&	CCONJ
cblr-3425	49	15	jonathan	jonathan	PROPN
cblr-3425	49	16	a.	a.	PROPN
cblr-3425	49	17	rosen	rosen	PROPN
cblr-3425	49	18	,	,	PUNCT
cblr-3425	49	19	understanding	understand	VERB
cblr-3425	49	20	anti	anti	ADJ
cblr-3425	49	21	-	-	ADJ
cblr-3425	49	22	dilution	dilution	ADJ
cblr-3425	49	23	provisions	provision	NOUN
cblr-3425	49	24	in	in	ADP
cblr-3425	49	25	convertible	convertible	ADJ
cblr-3425	49	26	securities	security	NOUN
cblr-3425	49	27	,	,	PUNCT
cblr-3425	49	28	74	74	NUM
cblr-3425	49	29	fordham	fordham	PROPN
cblr-3425	49	30	l.	l.	PROPN
cblr-3425	49	31	rev	rev	PROPN
cblr-3425	49	32	.	.	PROPN
cblr-3425	49	33	129	129	NUM
cblr-3425	49	34	,	,	PUNCT
cblr-3425	49	35	140–55	140–55	NUM
cblr-3425	49	36	(	(	PUNCT
cblr-3425	49	37	2005	2005	NUM
cblr-3425	49	38	)	)	PUNCT
cblr-3425	49	39	.	.	PUNCT
cblr-3425	50	1	no	no	INTJ
cblr-3425	50	2	.	.	NOUN
cblr-3425	50	3	2:621	2:621	NUM
cblr-3425	50	4	]	]	X
cblr-3425	50	5	predictive	predictive	ADJ
cblr-3425	50	6	contracting	contract	VERB
cblr-3425	50	7	625	625	NUM
cblr-3425	50	8	large	large	ADJ
cblr-3425	50	9	effects	effect	NOUN
cblr-3425	50	10	on	on	ADP
cblr-3425	50	11	acquirer	acquirer	NOUN
cblr-3425	50	12	returns.13	returns.13	NOUN
cblr-3425	50	13	despite	despite	SCONJ
cblr-3425	50	14	the	the	DET
cblr-3425	50	15	importance	importance	NOUN
cblr-3425	50	16	of	of	ADP
cblr-3425	50	17	contract	contract	NOUN
cblr-3425	50	18	design	design	NOUN
cblr-3425	50	19	to	to	ADP
cblr-3425	50	20	outcomes	outcome	NOUN
cblr-3425	50	21	,	,	PUNCT
cblr-3425	50	22	little	little	ADJ
cblr-3425	50	23	attention	attention	NOUN
cblr-3425	50	24	has	have	AUX
cblr-3425	50	25	been	be	AUX
cblr-3425	50	26	given	give	VERB
cblr-3425	50	27	to	to	ADP
cblr-3425	50	28	how	how	SCONJ
cblr-3425	50	29	contract	contract	NOUN
cblr-3425	50	30	drafters	drafter	VERB
cblr-3425	50	31	use	use	VERB
cblr-3425	50	32	historical	historical	ADJ
cblr-3425	50	33	outcomes	outcome	NOUN
cblr-3425	50	34	to	to	PART
cblr-3425	50	35	inform	inform	VERB
cblr-3425	50	36	subsequent	subsequent	ADJ
cblr-3425	50	37	contract	contract	NOUN
cblr-3425	50	38	drafting	drafting	NOUN
cblr-3425	50	39	.	.	PUNCT
cblr-3425	51	1	this	this	PRON
cblr-3425	51	2	is	be	AUX
cblr-3425	51	3	in	in	ADP
cblr-3425	51	4	sharp	sharp	ADJ
cblr-3425	51	5	contrast	contrast	NOUN
cblr-3425	51	6	to	to	ADP
cblr-3425	51	7	the	the	DET
cblr-3425	51	8	focus	focus	NOUN
cblr-3425	51	9	on	on	ADP
cblr-3425	51	10	outcomes	outcome	NOUN
cblr-3425	51	11	in	in	ADP
cblr-3425	51	12	other	other	ADJ
cblr-3425	51	13	fields	field	NOUN
cblr-3425	51	14	,	,	PUNCT
cblr-3425	51	15	such	such	ADJ
cblr-3425	51	16	as	as	ADP
cblr-3425	51	17	medicine	medicine	NOUN
cblr-3425	51	18	,	,	PUNCT
cblr-3425	51	19	engineering	engineering	NOUN
cblr-3425	51	20	,	,	PUNCT
cblr-3425	51	21	philanthropy	philanthropy	NOUN
cblr-3425	51	22	,	,	PUNCT
cblr-3425	51	23	and	and	CCONJ
cblr-3425	51	24	education.14	education.14	NOUN
cblr-3425	51	25	the	the	DET
cblr-3425	51	26	contracts	contract	NOUN
cblr-3425	51	27	literature	literature	NOUN
cblr-3425	51	28	has	have	AUX
cblr-3425	51	29	long	long	ADV
cblr-3425	51	30	been	be	AUX
cblr-3425	51	31	divided	divide	VERB
cblr-3425	51	32	over	over	ADP
cblr-3425	51	33	how	how	SCONJ
cblr-3425	51	34	contract	contract	NOUN
cblr-3425	51	35	terms	term	NOUN
cblr-3425	51	36	evolve	evolve	VERB
cblr-3425	51	37	over	over	ADP
cblr-3425	51	38	time	time	NOUN
cblr-3425	51	39	.	.	PUNCT
cblr-3425	52	1	efficient	efficient	ADJ
cblr-3425	52	2	contracting	contracting	NOUN
cblr-3425	52	3	theory	theory	NOUN
cblr-3425	52	4	takes	take	VERB
cblr-3425	52	5	the	the	DET
cblr-3425	52	6	view	view	NOUN
cblr-3425	52	7	that	that	SCONJ
cblr-3425	52	8	contract	contract	NOUN
cblr-3425	52	9	terms	term	NOUN
cblr-3425	52	10	evolve	evolve	VERB
cblr-3425	52	11	via	via	ADP
cblr-3425	52	12	a	a	DET
cblr-3425	52	13	market	market	NOUN
cblr-3425	52	14	-	-	PUNCT
cblr-3425	52	15	based	base	VERB
cblr-3425	52	16	natural	natural	ADJ
cblr-3425	52	17	selection	selection	NOUN
cblr-3425	52	18	process.15	process.15	NOUN
cblr-3425	52	19	according	accord	VERB
cblr-3425	52	20	to	to	ADP
cblr-3425	52	21	this	this	DET
cblr-3425	52	22	view	view	NOUN
cblr-3425	52	23	,	,	PUNCT
cblr-3425	52	24	the	the	DET
cblr-3425	52	25	goal	goal	NOUN
cblr-3425	52	26	of	of	ADP
cblr-3425	52	27	contracting	contracting	NOUN
cblr-3425	52	28	parties	party	NOUN
cblr-3425	52	29	is	be	AUX
cblr-3425	52	30	to	to	PART
cblr-3425	52	31	maximize	maximize	VERB
cblr-3425	52	32	the	the	DET
cblr-3425	52	33	joint	joint	ADJ
cblr-3425	52	34	value	value	NOUN
cblr-3425	52	35	created	create	VERB
cblr-3425	52	36	by	by	ADP
cblr-3425	52	37	13	13	NUM
cblr-3425	52	38	see	see	NOUN
cblr-3425	52	39	leonidas	leonidas	PROPN
cblr-3425	52	40	barbopoulos	barbopoulos	PROPN
cblr-3425	52	41	&	&	CCONJ
cblr-3425	52	42	sudi	sudi	PROPN
cblr-3425	52	43	sudarsanam	sudarsanam	PROPN
cblr-3425	52	44	,	,	PUNCT
cblr-3425	52	45	determinants	determinant	NOUN
cblr-3425	52	46	of	of	ADP
cblr-3425	52	47	earnout	earnout	NOUN
cblr-3425	52	48	as	as	ADP
cblr-3425	52	49	acquisition	acquisition	NOUN
cblr-3425	52	50	payment	payment	NOUN
cblr-3425	52	51	currency	currency	NOUN
cblr-3425	52	52	and	and	CCONJ
cblr-3425	52	53	bidder	bidder	NOUN
cblr-3425	52	54	’s	’s	PART
cblr-3425	52	55	value	value	NOUN
cblr-3425	52	56	gains	gain	NOUN
cblr-3425	52	57	,	,	PUNCT
cblr-3425	52	58	36	36	NUM
cblr-3425	52	59	j.	j.	PROPN
cblr-3425	52	60	banking	banking	PROPN
cblr-3425	52	61	&	&	CCONJ
cblr-3425	52	62	fin	fin	PROPN
cblr-3425	52	63	.	.	PUNCT
cblr-3425	53	1	678	678	NUM
cblr-3425	53	2	,	,	PUNCT
cblr-3425	53	3	678	678	NUM
cblr-3425	53	4	(	(	PUNCT
cblr-3425	53	5	2012	2012	NUM
cblr-3425	53	6	)	)	PUNCT
cblr-3425	53	7	;	;	PUNCT
cblr-3425	53	8	reena	reena	PROPN
cblr-3425	53	9	kohli	kohli	PROPN
cblr-3425	53	10	&	&	CCONJ
cblr-3425	53	11	bikram	bikram	PROPN
cblr-3425	53	12	jit	jit	PROPN
cblr-3425	53	13	singh	singh	PROPN
cblr-3425	53	14	mann	mann	PROPN
cblr-3425	53	15	,	,	PUNCT
cblr-3425	53	16	analyzing	analyze	VERB
cblr-3425	53	17	the	the	DET
cblr-3425	53	18	likelihood	likelihood	NOUN
cblr-3425	53	19	and	and	CCONJ
cblr-3425	53	20	impact	impact	NOUN
cblr-3425	53	21	of	of	ADP
cblr-3425	53	22	earnout	earnout	NOUN
cblr-3425	53	23	offers	offer	NOUN
cblr-3425	53	24	on	on	ADP
cblr-3425	53	25	acquiring	acquire	VERB
cblr-3425	53	26	company	company	NOUN
cblr-3425	53	27	wealth	wealth	NOUN
cblr-3425	53	28	gains	gain	NOUN
cblr-3425	53	29	in	in	ADP
cblr-3425	53	30	india	india	PROPN
cblr-3425	53	31	,	,	PUNCT
cblr-3425	53	32	16	16	NUM
cblr-3425	53	33	emerging	emerge	VERB
cblr-3425	53	34	mkts	mkts	NOUN
cblr-3425	53	35	.	.	PUNCT
cblr-3425	54	1	rev	rev	PROPN
cblr-3425	54	2	.	.	PROPN
cblr-3425	54	3	203	203	NUM
cblr-3425	54	4	,	,	PUNCT
cblr-3425	54	5	203	203	NUM
cblr-3425	54	6	(	(	PUNCT
cblr-3425	54	7	2013	2013	NUM
cblr-3425	54	8	)	)	PUNCT
cblr-3425	54	9	.	.	PUNCT
cblr-3425	55	1	14	14	NUM
cblr-3425	55	2	see	see	VERB
cblr-3425	55	3	generally	generally	ADV
cblr-3425	55	4	paul	paul	PROPN
cblr-3425	55	5	brest	brest	PROPN
cblr-3425	55	6	&	&	CCONJ
cblr-3425	55	7	hal	hal	PROPN
cblr-3425	55	8	harvey	harvey	PROPN
cblr-3425	55	9	,	,	PUNCT
cblr-3425	55	10	money	money	NOUN
cblr-3425	55	11	well	well	ADV
cblr-3425	55	12	spent	spend	VERB
cblr-3425	55	13	:	:	PUNCT
cblr-3425	55	14	a	a	DET
cblr-3425	55	15	strategic	strategic	ADJ
cblr-3425	55	16	plan	plan	NOUN
cblr-3425	55	17	for	for	ADP
cblr-3425	55	18	smart	smart	ADJ
cblr-3425	55	19	philanthropy	philanthropy	NOUN
cblr-3425	55	20	135–66	135–66	NUM
cblr-3425	55	21	(	(	PUNCT
cblr-3425	55	22	2008	2008	NUM
cblr-3425	55	23	)	)	PUNCT
cblr-3425	55	24	(	(	PUNCT
cblr-3425	55	25	highlighting	highlight	VERB
cblr-3425	55	26	the	the	DET
cblr-3425	55	27	importance	importance	NOUN
cblr-3425	55	28	of	of	ADP
cblr-3425	55	29	measuring	measure	VERB
cblr-3425	55	30	the	the	DET
cblr-3425	55	31	return	return	NOUN
cblr-3425	55	32	on	on	ADP
cblr-3425	55	33	philanthropic	philanthropic	NOUN
cblr-3425	55	34	investments	investment	NOUN
cblr-3425	55	35	and	and	CCONJ
cblr-3425	55	36	using	use	VERB
cblr-3425	55	37	this	this	DET
cblr-3425	55	38	information	information	NOUN
cblr-3425	55	39	when	when	SCONJ
cblr-3425	55	40	making	make	VERB
cblr-3425	55	41	subsequent	subsequent	ADJ
cblr-3425	55	42	investment	investment	NOUN
cblr-3425	55	43	decisions	decision	NOUN
cblr-3425	55	44	)	)	PUNCT
cblr-3425	55	45	;	;	PUNCT
cblr-3425	55	46	sigurd	sigurd	PROPN
cblr-3425	55	47	skogestad	skogestad	PROPN
cblr-3425	55	48	&	&	CCONJ
cblr-3425	55	49	ian	ian	PROPN
cblr-3425	55	50	postlethwaite	postlethwaite	PROPN
cblr-3425	55	51	,	,	PUNCT
cblr-3425	55	52	multivariable	multivariable	ADJ
cblr-3425	55	53	feedback	feedback	NOUN
cblr-3425	55	54	control	control	NOUN
cblr-3425	55	55	:	:	PUNCT
cblr-3425	55	56	analysis	analysis	NOUN
cblr-3425	55	57	and	and	CCONJ
cblr-3425	55	58	design	design	NOUN
cblr-3425	55	59	(	(	PUNCT
cblr-3425	55	60	2d	2d	NUM
cblr-3425	55	61	ed	ed	NOUN
cblr-3425	55	62	.	.	PROPN
cblr-3425	55	63	2001	2001	NUM
cblr-3425	55	64	)	)	PUNCT
cblr-3425	55	65	(	(	PUNCT
cblr-3425	55	66	discussing	discuss	VERB
cblr-3425	55	67	the	the	DET
cblr-3425	55	68	use	use	NOUN
cblr-3425	55	69	of	of	ADP
cblr-3425	55	70	feedback	feedback	NOUN
cblr-3425	55	71	mechanisms	mechanism	NOUN
cblr-3425	55	72	in	in	ADP
cblr-3425	55	73	systems	system	NOUN
cblr-3425	55	74	engineering	engineering	PROPN
cblr-3425	55	75	)	)	PUNCT
cblr-3425	55	76	;	;	PUNCT
cblr-3425	55	77	raj	raj	PROPN
cblr-3425	55	78	chetty	chetty	PROPN
cblr-3425	55	79	,	,	PUNCT
cblr-3425	55	80	john	john	PROPN
cblr-3425	55	81	n.	n.	PROPN
cblr-3425	55	82	friedman	friedman	PROPN
cblr-3425	55	83	&	&	CCONJ
cblr-3425	55	84	jonah	jonah	PROPN
cblr-3425	55	85	e.	e.	PROPN
cblr-3425	55	86	rockoff	rockoff	PROPN
cblr-3425	55	87	,	,	PUNCT
cblr-3425	55	88	measuring	measure	VERB
cblr-3425	55	89	the	the	DET
cblr-3425	55	90	impacts	impact	NOUN
cblr-3425	55	91	of	of	ADP
cblr-3425	55	92	teachers	teachers	PROPN
cblr-3425	55	93	ii	ii	PROPN
cblr-3425	55	94	:	:	PUNCT
cblr-3425	55	95	teacher	teacher	NOUN
cblr-3425	55	96	valueadded	valueadde	VERB
cblr-3425	55	97	and	and	CCONJ
cblr-3425	55	98	student	student	NOUN
cblr-3425	55	99	outcomes	outcome	NOUN
cblr-3425	55	100	in	in	ADP
cblr-3425	55	101	adulthood	adulthood	NOUN
cblr-3425	55	102	,	,	PUNCT
cblr-3425	55	103	104	104	NUM
cblr-3425	55	104	am	am	NOUN
cblr-3425	55	105	.	.	PUNCT
cblr-3425	56	1	econ	econ	PROPN
cblr-3425	56	2	.	.	PUNCT
cblr-3425	57	1	rev	rev	PROPN
cblr-3425	57	2	.	.	PROPN
cblr-3425	57	3	2633	2633	NUM
cblr-3425	57	4	(	(	PUNCT
cblr-3425	57	5	2014	2014	NUM
cblr-3425	57	6	)	)	PUNCT
cblr-3425	57	7	(	(	PUNCT
cblr-3425	57	8	demonstrating	demonstrate	VERB
cblr-3425	57	9	that	that	SCONJ
cblr-3425	57	10	students	student	NOUN
cblr-3425	57	11	who	who	PRON
cblr-3425	57	12	are	be	AUX
cblr-3425	57	13	taught	teach	VERB
cblr-3425	57	14	by	by	ADP
cblr-3425	57	15	high	high	ADJ
cblr-3425	57	16	value	value	NOUN
cblr-3425	57	17	-	-	PUNCT
cblr-3425	57	18	added	add	VERB
cblr-3425	57	19	teachers	teacher	NOUN
cblr-3425	57	20	have	have	VERB
cblr-3425	57	21	better	well	ADJ
cblr-3425	57	22	outcomes	outcome	NOUN
cblr-3425	57	23	in	in	ADP
cblr-3425	57	24	adulthood	adulthood	NOUN
cblr-3425	57	25	including	include	VERB
cblr-3425	57	26	higher	high	ADJ
cblr-3425	57	27	rates	rate	NOUN
cblr-3425	57	28	of	of	ADP
cblr-3425	57	29	college	college	NOUN
cblr-3425	57	30	attendance	attendance	NOUN
cblr-3425	57	31	and	and	CCONJ
cblr-3425	57	32	higher	high	ADJ
cblr-3425	57	33	salaries	salary	NOUN
cblr-3425	57	34	)	)	PUNCT
cblr-3425	57	35	;	;	PUNCT
cblr-3425	57	36	scott	scott	PROPN
cblr-3425	57	37	l.	l.	PROPN
cblr-3425	57	38	pomeroy	pomeroy	PROPN
cblr-3425	57	39	et	et	PROPN
cblr-3425	57	40	al	al	PROPN
cblr-3425	57	41	.	.	PROPN
cblr-3425	57	42	,	,	PUNCT
cblr-3425	57	43	prediction	prediction	NOUN
cblr-3425	57	44	of	of	ADP
cblr-3425	57	45	central	central	ADJ
cblr-3425	57	46	nervous	nervous	ADJ
cblr-3425	57	47	system	system	NOUN
cblr-3425	57	48	embryonal	embryonal	ADJ
cblr-3425	57	49	tumour	tumour	NOUN
cblr-3425	57	50	outcome	outcome	NOUN
cblr-3425	57	51	based	base	VERB
cblr-3425	57	52	on	on	ADP
cblr-3425	57	53	gene	gene	NOUN
cblr-3425	57	54	expression	expression	NOUN
cblr-3425	57	55	,	,	PUNCT
cblr-3425	57	56	415	415	NUM
cblr-3425	57	57	nature	nature	NOUN
cblr-3425	57	58	436	436	NUM
cblr-3425	57	59	(	(	PUNCT
cblr-3425	57	60	2002	2002	NUM
cblr-3425	57	61	)	)	PUNCT
cblr-3425	57	62	(	(	PUNCT
cblr-3425	57	63	showing	show	VERB
cblr-3425	57	64	that	that	SCONJ
cblr-3425	57	65	the	the	DET
cblr-3425	57	66	clinical	clinical	ADJ
cblr-3425	57	67	outcomes	outcome	NOUN
cblr-3425	57	68	of	of	ADP
cblr-3425	57	69	children	child	NOUN
cblr-3425	57	70	with	with	ADP
cblr-3425	57	71	embryonal	embryonal	ADJ
cblr-3425	57	72	tumors	tumor	NOUN
cblr-3425	57	73	of	of	ADP
cblr-3425	57	74	the	the	DET
cblr-3425	57	75	central	central	ADJ
cblr-3425	57	76	nervous	nervous	ADJ
cblr-3425	57	77	system	system	NOUN
cblr-3425	57	78	known	know	VERB
cblr-3425	57	79	as	as	ADP
cblr-3425	57	80	medulloblastomas	medulloblastoma	NOUN
cblr-3425	57	81	are	be	AUX
cblr-3425	57	82	highly	highly	ADV
cblr-3425	57	83	predictable	predictable	ADJ
cblr-3425	57	84	based	base	VERB
cblr-3425	57	85	on	on	ADP
cblr-3425	57	86	gene	gene	NOUN
cblr-3425	57	87	expression	expression	NOUN
cblr-3425	57	88	profiles	profile	NOUN
cblr-3425	57	89	)	)	PUNCT
cblr-3425	57	90	.	.	PUNCT
cblr-3425	58	1	15	15	NUM
cblr-3425	58	2	see	see	VERB
cblr-3425	58	3	michelle	michelle	PROPN
cblr-3425	58	4	e.	e.	PROPN
cblr-3425	58	5	boardman	boardman	PROPN
cblr-3425	58	6	,	,	PUNCT
cblr-3425	58	7	contra	contra	PROPN
cblr-3425	58	8	proferentem	proferentem	NOUN
cblr-3425	58	9	:	:	PUNCT
cblr-3425	58	10	the	the	DET
cblr-3425	58	11	allure	allure	NOUN
cblr-3425	58	12	of	of	ADP
cblr-3425	58	13	ambiguous	ambiguous	ADJ
cblr-3425	58	14	boilerplate	boilerplate	NOUN
cblr-3425	58	15	,	,	PUNCT
cblr-3425	58	16	104	104	NUM
cblr-3425	58	17	mich	mich	PROPN
cblr-3425	58	18	.	.	PUNCT
cblr-3425	59	1	l.	l.	PROPN
cblr-3425	59	2	rev	rev	PROPN
cblr-3425	59	3	.	.	PROPN
cblr-3425	59	4	1105	1105	NUM
cblr-3425	59	5	,	,	PUNCT
cblr-3425	59	6	1116	1116	NUM
cblr-3425	59	7	(	(	PUNCT
cblr-3425	59	8	2006	2006	NUM
cblr-3425	59	9	)	)	PUNCT
cblr-3425	59	10	;	;	PUNCT
cblr-3425	59	11	charles	charles	PROPN
cblr-3425	59	12	j.	j.	PROPN
cblr-3425	59	13	goetz	goetz	PROPN
cblr-3425	59	14	&	&	CCONJ
cblr-3425	59	15	robert	robert	PROPN
cblr-3425	59	16	e.	e.	PROPN
cblr-3425	59	17	scott	scott	PROPN
cblr-3425	59	18	,	,	PUNCT
cblr-3425	59	19	the	the	DET
cblr-3425	59	20	limits	limit	NOUN
cblr-3425	59	21	of	of	ADP
cblr-3425	59	22	expanded	expand	VERB
cblr-3425	59	23	choice	choice	NOUN
cblr-3425	59	24	:	:	PUNCT
cblr-3425	59	25	an	an	DET
cblr-3425	59	26	analysis	analysis	NOUN
cblr-3425	59	27	of	of	ADP
cblr-3425	59	28	the	the	DET
cblr-3425	59	29	interactions	interaction	NOUN
cblr-3425	59	30	between	between	ADP
cblr-3425	59	31	express	express	ADJ
cblr-3425	59	32	and	and	CCONJ
cblr-3425	59	33	implied	imply	VERB
cblr-3425	59	34	contract	contract	NOUN
cblr-3425	59	35	terms	term	NOUN
cblr-3425	59	36	,	,	PUNCT
cblr-3425	59	37	73	73	NUM
cblr-3425	59	38	calif	calif	PROPN
cblr-3425	59	39	.	.	PUNCT
cblr-3425	60	1	l.	l.	PROPN
cblr-3425	60	2	rev	rev	AUX
cblr-3425	60	3	.	.	PROPN
cblr-3425	60	4	261	261	NUM
cblr-3425	60	5	,	,	PUNCT
cblr-3425	60	6	278	278	NUM
cblr-3425	60	7	(	(	PUNCT
cblr-3425	60	8	1985	1985	NUM
cblr-3425	60	9	)	)	PUNCT
cblr-3425	60	10	(	(	PUNCT
cblr-3425	60	11	describing	describe	VERB
cblr-3425	60	12	a	a	DET
cblr-3425	60	13	“	"	PUNCT
cblr-3425	60	14	quasi	quasi	ADJ
cblr-3425	60	15	-	-	ADJ
cblr-3425	60	16	darwinian	darwinian	ADJ
cblr-3425	60	17	evolutionary	evolutionary	ADJ
cblr-3425	60	18	process	process	NOUN
cblr-3425	60	19	”	"	PUNCT
cblr-3425	60	20	for	for	ADP
cblr-3425	60	21	contract	contract	NOUN
cblr-3425	60	22	terms	term	NOUN
cblr-3425	60	23	)	)	PUNCT
cblr-3425	60	24	;	;	PUNCT
cblr-3425	60	25	marcel	marcel	PROPN
cblr-3425	60	26	kahan	kahan	PROPN
cblr-3425	60	27	&	&	CCONJ
cblr-3425	60	28	michael	michael	PROPN
cblr-3425	60	29	klausner	klausner	PROPN
cblr-3425	60	30	,	,	PUNCT
cblr-3425	60	31	standardization	standardization	NOUN
cblr-3425	60	32	and	and	CCONJ
cblr-3425	60	33	innovation	innovation	NOUN
cblr-3425	60	34	in	in	ADP
cblr-3425	60	35	corporate	corporate	ADJ
cblr-3425	60	36	contracting	contracting	NOUN
cblr-3425	60	37	,	,	PUNCT
cblr-3425	60	38	83	83	NUM
cblr-3425	60	39	va	va	NOUN
cblr-3425	60	40	.	.	PUNCT
cblr-3425	60	41	l.	l.	PROPN
cblr-3425	60	42	rev	rev	PROPN
cblr-3425	60	43	.	.	PROPN
cblr-3425	60	44	713	713	NUM
cblr-3425	60	45	,	,	PUNCT
cblr-3425	60	46	760–61	760–61	NUM
cblr-3425	60	47	(	(	PUNCT
cblr-3425	60	48	1997	1997	NUM
cblr-3425	60	49	)	)	PUNCT
cblr-3425	60	50	;	;	PUNCT
cblr-3425	61	1	michael	michael	PROPN
cblr-3425	61	2	klausner	klausner	PROPN
cblr-3425	61	3	,	,	PUNCT
cblr-3425	61	4	corporations	corporation	NOUN
cblr-3425	61	5	,	,	PUNCT
cblr-3425	61	6	corporate	corporate	ADJ
cblr-3425	61	7	law	law	NOUN
cblr-3425	61	8	,	,	PUNCT
cblr-3425	61	9	and	and	CCONJ
cblr-3425	61	10	networks	network	NOUN
cblr-3425	61	11	of	of	ADP
cblr-3425	61	12	contracts	contract	NOUN
cblr-3425	61	13	,	,	PUNCT
cblr-3425	61	14	81	81	NUM
cblr-3425	61	15	va	va	NOUN
cblr-3425	61	16	.	.	PUNCT
cblr-3425	61	17	l.	l.	PROPN
cblr-3425	61	18	rev	rev	PROPN
cblr-3425	61	19	.	.	PROPN
cblr-3425	61	20	757	757	NUM
cblr-3425	61	21	,	,	PUNCT
cblr-3425	61	22	767	767	NUM
cblr-3425	61	23	,	,	PUNCT
cblr-3425	61	24	787	787	NUM
cblr-3425	61	25	(	(	PUNCT
cblr-3425	61	26	1995	1995	NUM
cblr-3425	61	27	)	)	PUNCT
cblr-3425	61	28	.	.	PUNCT
cblr-3425	62	1	626	626	NUM
cblr-3425	62	2	columbia	columbia	PROPN
cblr-3425	62	3	business	business	NOUN
cblr-3425	62	4	law	law	NOUN
cblr-3425	62	5	review	review	NOUN
cblr-3425	62	6	[	[	X
cblr-3425	62	7	vol	vol	NOUN
cblr-3425	62	8	.	.	NOUN
cblr-3425	62	9	2019	2019	NUM
cblr-3425	62	10	the	the	DET
cblr-3425	62	11	contract.16	contract.16	PROPN
cblr-3425	62	12	over	over	ADP
cblr-3425	62	13	time	time	NOUN
cblr-3425	62	14	,	,	PUNCT
cblr-3425	62	15	sub	sub	ADJ
cblr-3425	62	16	-	-	ADJ
cblr-3425	62	17	optimal	optimal	ADJ
cblr-3425	62	18	terms	term	NOUN
cblr-3425	62	19	that	that	PRON
cblr-3425	62	20	do	do	AUX
cblr-3425	62	21	not	not	PART
cblr-3425	62	22	maximize	maximize	VERB
cblr-3425	62	23	joint	joint	ADJ
cblr-3425	62	24	value	value	NOUN
cblr-3425	62	25	are	be	AUX
cblr-3425	62	26	weeded	weed	VERB
cblr-3425	62	27	out	out	ADP
cblr-3425	62	28	by	by	ADP
cblr-3425	62	29	value	value	NOUN
cblr-3425	62	30	-	-	PUNCT
cblr-3425	62	31	maximizing	maximize	VERB
cblr-3425	62	32	contract	contract	NOUN
cblr-3425	62	33	drafters	drafter	NOUN
cblr-3425	62	34	.	.	PUNCT
cblr-3425	63	1	this	this	DET
cblr-3425	63	2	process	process	NOUN
cblr-3425	63	3	leads	lead	VERB
cblr-3425	63	4	to	to	ADP
cblr-3425	63	5	an	an	DET
cblr-3425	63	6	optimal	optimal	ADJ
cblr-3425	63	7	steadystate	steadystate	ADJ
cblr-3425	63	8	contract	contract	NOUN
cblr-3425	63	9	design	design	NOUN
cblr-3425	63	10	in	in	ADP
cblr-3425	63	11	which	which	PRON
cblr-3425	63	12	the	the	DET
cblr-3425	63	13	terms	term	NOUN
cblr-3425	63	14	of	of	ADP
cblr-3425	63	15	the	the	DET
cblr-3425	63	16	contract	contract	NOUN
cblr-3425	63	17	efficiently	efficiently	ADV
cblr-3425	63	18	maximize	maximize	VERB
cblr-3425	63	19	the	the	DET
cblr-3425	63	20	joint	joint	ADJ
cblr-3425	63	21	value	value	NOUN
cblr-3425	63	22	for	for	ADP
cblr-3425	63	23	the	the	DET
cblr-3425	63	24	parties.17	parties.17	NOUN
cblr-3425	63	25	yet	yet	ADV
cblr-3425	63	26	there	there	PRON
cblr-3425	63	27	is	be	VERB
cblr-3425	63	28	substantial	substantial	ADJ
cblr-3425	63	29	scholarship	scholarship	NOUN
cblr-3425	63	30	that	that	PRON
cblr-3425	63	31	raises	raise	VERB
cblr-3425	63	32	theoretical	theoretical	ADJ
cblr-3425	63	33	and	and	CCONJ
cblr-3425	63	34	empirical	empirical	ADJ
cblr-3425	63	35	challenges	challenge	NOUN
cblr-3425	63	36	to	to	ADP
cblr-3425	63	37	this	this	DET
cblr-3425	63	38	natural	natural	ADJ
cblr-3425	63	39	selection	selection	NOUN
cblr-3425	63	40	view	view	NOUN
cblr-3425	63	41	,	,	PUNCT
cblr-3425	63	42	citing	cite	VERB
cblr-3425	63	43	examples	example	NOUN
cblr-3425	63	44	of	of	ADP
cblr-3425	63	45	steady	steady	ADJ
cblr-3425	63	46	-	-	PUNCT
cblr-3425	63	47	state	state	NOUN
cblr-3425	63	48	contracts	contract	NOUN
cblr-3425	63	49	that	that	PRON
cblr-3425	63	50	contain	contain	VERB
cblr-3425	63	51	sub	sub	ADJ
cblr-3425	63	52	-	-	ADJ
cblr-3425	63	53	optimal	optimal	ADJ
cblr-3425	63	54	terms	term	NOUN
cblr-3425	63	55	and/or	and/or	CCONJ
cblr-3425	63	56	are	be	AUX
cblr-3425	63	57	inefficiently	inefficiently	ADV
cblr-3425	63	58	incomplete.18	incomplete.18	ADJ
cblr-3425	63	59	16	16	NUM
cblr-3425	63	60	see	see	VERB
cblr-3425	63	61	schwartz	schwartz	PROPN
cblr-3425	63	62	&	&	CCONJ
cblr-3425	63	63	scott	scott	PROPN
cblr-3425	63	64	,	,	PUNCT
cblr-3425	64	1	supra	supra	PROPN
cblr-3425	64	2	note	note	NOUN
cblr-3425	64	3	9	9	NUM
cblr-3425	64	4	,	,	PUNCT
cblr-3425	64	5	at	at	ADP
cblr-3425	64	6	544	544	NUM
cblr-3425	64	7	,	,	PUNCT
cblr-3425	64	8	552	552	NUM
cblr-3425	64	9	(	(	PUNCT
cblr-3425	64	10	arguing	argue	VERB
cblr-3425	64	11	that	that	SCONJ
cblr-3425	64	12	contracting	contracting	NOUN
cblr-3425	64	13	parties	party	NOUN
cblr-3425	64	14	aim	aim	VERB
cblr-3425	64	15	to	to	PART
cblr-3425	64	16	maximize	maximize	VERB
cblr-3425	64	17	joint	joint	ADJ
cblr-3425	64	18	value	value	NOUN
cblr-3425	64	19	and	and	CCONJ
cblr-3425	64	20	that	that	DET
cblr-3425	64	21	contract	contract	NOUN
cblr-3425	64	22	law	law	NOUN
cblr-3425	64	23	should	should	AUX
cblr-3425	64	24	facilitate	facilitate	VERB
cblr-3425	64	25	this	this	DET
cblr-3425	64	26	value	value	NOUN
cblr-3425	64	27	-	-	PUNCT
cblr-3425	64	28	maximization	maximization	NOUN
cblr-3425	64	29	)	)	PUNCT
cblr-3425	64	30	;	;	PUNCT
cblr-3425	64	31	robert	robert	PROPN
cblr-3425	64	32	e.	e.	PROPN
cblr-3425	64	33	scott	scott	PROPN
cblr-3425	64	34	&	&	CCONJ
cblr-3425	64	35	george	george	PROPN
cblr-3425	64	36	g.	g.	PROPN
cblr-3425	64	37	triantis	triantis	PROPN
cblr-3425	64	38	,	,	PUNCT
cblr-3425	64	39	incomplete	incomplete	ADJ
cblr-3425	64	40	contracts	contract	NOUN
cblr-3425	64	41	and	and	CCONJ
cblr-3425	64	42	the	the	DET
cblr-3425	64	43	theory	theory	NOUN
cblr-3425	64	44	of	of	ADP
cblr-3425	64	45	contract	contract	NOUN
cblr-3425	64	46	design	design	NOUN
cblr-3425	64	47	,	,	PUNCT
cblr-3425	64	48	56	56	NUM
cblr-3425	64	49	case	case	NOUN
cblr-3425	64	50	w.	w.	NOUN
cblr-3425	64	51	res	res	PROPN
cblr-3425	64	52	.	.	PUNCT
cblr-3425	65	1	l.	l.	PROPN
cblr-3425	65	2	rev	rev	PROPN
cblr-3425	65	3	.	.	PROPN
cblr-3425	65	4	187	187	NUM
cblr-3425	65	5	,	,	PUNCT
cblr-3425	65	6	188	188	NUM
cblr-3425	65	7	(	(	PUNCT
cblr-3425	65	8	2005	2005	NUM
cblr-3425	65	9	)	)	PUNCT
cblr-3425	65	10	.	.	PUNCT
cblr-3425	66	1	17	17	NUM
cblr-3425	66	2	see	see	VERB
cblr-3425	66	3	frank	frank	PROPN
cblr-3425	66	4	h.	h.	PROPN
cblr-3425	66	5	easterbrook	easterbrook	PROPN
cblr-3425	66	6	&	&	CCONJ
cblr-3425	66	7	daniel	daniel	PROPN
cblr-3425	66	8	r.	r.	PROPN
cblr-3425	66	9	fischel	fischel	PROPN
cblr-3425	66	10	,	,	PUNCT
cblr-3425	66	11	the	the	DET
cblr-3425	66	12	economic	economic	ADJ
cblr-3425	66	13	structure	structure	NOUN
cblr-3425	66	14	of	of	ADP
cblr-3425	66	15	corporate	corporate	ADJ
cblr-3425	66	16	law	law	NOUN
cblr-3425	66	17	1–39	1–39	PROPN
cblr-3425	66	18	(	(	PUNCT
cblr-3425	66	19	1991	1991	NUM
cblr-3425	66	20	)	)	PUNCT
cblr-3425	66	21	;	;	PUNCT
cblr-3425	66	22	marcel	marcel	PROPN
cblr-3425	66	23	kahan	kahan	PROPN
cblr-3425	66	24	&	&	CCONJ
cblr-3425	66	25	michael	michael	PROPN
cblr-3425	66	26	klausner	klausner	PROPN
cblr-3425	66	27	,	,	PUNCT
cblr-3425	66	28	path	path	NOUN
cblr-3425	66	29	dependence	dependence	NOUN
cblr-3425	66	30	in	in	ADP
cblr-3425	66	31	corporate	corporate	ADJ
cblr-3425	66	32	contracting	contracting	NOUN
cblr-3425	66	33	:	:	PUNCT
cblr-3425	66	34	increasing	increase	VERB
cblr-3425	66	35	returns	return	NOUN
cblr-3425	66	36	,	,	PUNCT
cblr-3425	66	37	herd	herd	NOUN
cblr-3425	66	38	behavior	behavior	NOUN
cblr-3425	66	39	and	and	CCONJ
cblr-3425	66	40	cognitive	cognitive	ADJ
cblr-3425	66	41	biases	bias	NOUN
cblr-3425	66	42	,	,	PUNCT
cblr-3425	66	43	74	74	NUM
cblr-3425	66	44	wash	wash	NOUN
cblr-3425	66	45	.	.	PUNCT
cblr-3425	67	1	u.	u.	PROPN
cblr-3425	67	2	l.q	l.q	PROPN
cblr-3425	67	3	.	.	PROPN
cblr-3425	68	1	347	347	NUM
cblr-3425	68	2	(	(	PUNCT
cblr-3425	68	3	1996	1996	NUM
cblr-3425	68	4	)	)	PUNCT
cblr-3425	68	5	.	.	PUNCT
cblr-3425	69	1	this	this	DET
cblr-3425	69	2	view	view	NOUN
cblr-3425	69	3	of	of	ADP
cblr-3425	69	4	contract	contract	NOUN
cblr-3425	69	5	design	design	NOUN
cblr-3425	69	6	efficiency	efficiency	NOUN
cblr-3425	69	7	is	be	AUX
cblr-3425	69	8	a	a	DET
cblr-3425	69	9	contractual	contractual	ADJ
cblr-3425	69	10	application	application	NOUN
cblr-3425	69	11	of	of	ADP
cblr-3425	69	12	the	the	DET
cblr-3425	69	13	classic	classic	ADJ
cblr-3425	69	14	coase	coase	NOUN
cblr-3425	69	15	theorem	theorem	NOUN
cblr-3425	69	16	that	that	PRON
cblr-3425	69	17	argues	argue	VERB
cblr-3425	69	18	that	that	SCONJ
cblr-3425	69	19	with	with	ADP
cblr-3425	69	20	perfect	perfect	ADJ
cblr-3425	69	21	information	information	NOUN
cblr-3425	69	22	and	and	CCONJ
cblr-3425	69	23	no	no	DET
cblr-3425	69	24	transaction	transaction	NOUN
cblr-3425	69	25	costs	cost	NOUN
cblr-3425	69	26	,	,	PUNCT
cblr-3425	69	27	resources	resource	NOUN
cblr-3425	69	28	will	will	AUX
cblr-3425	69	29	be	be	AUX
cblr-3425	69	30	allocated	allocate	VERB
cblr-3425	69	31	efficiently	efficiently	ADV
cblr-3425	69	32	regardless	regardless	ADV
cblr-3425	69	33	of	of	ADP
cblr-3425	69	34	initial	initial	ADJ
cblr-3425	69	35	allocation	allocation	NOUN
cblr-3425	69	36	.	.	PUNCT
cblr-3425	70	1	see	see	VERB
cblr-3425	70	2	r.h	r.h	PROPN
cblr-3425	70	3	.	.	PROPN
cblr-3425	70	4	coase	coase	PROPN
cblr-3425	70	5	,	,	PUNCT
cblr-3425	70	6	the	the	DET
cblr-3425	70	7	problem	problem	NOUN
cblr-3425	70	8	of	of	ADP
cblr-3425	70	9	social	social	ADJ
cblr-3425	70	10	cost	cost	NOUN
cblr-3425	70	11	,	,	PUNCT
cblr-3425	70	12	3	3	NUM
cblr-3425	70	13	j.l	j.l	PROPN
cblr-3425	70	14	.	.	PROPN
cblr-3425	70	15	&	&	CCONJ
cblr-3425	70	16	econ	econ	PROPN
cblr-3425	70	17	.	.	PROPN
cblr-3425	71	1	1	1	NUM
cblr-3425	71	2	,	,	PUNCT
cblr-3425	71	3	15–16	15–16	NUM
cblr-3425	71	4	(	(	PUNCT
cblr-3425	71	5	1960	1960	NUM
cblr-3425	71	6	)	)	PUNCT
cblr-3425	71	7	.	.	PUNCT
cblr-3425	72	1	the	the	DET
cblr-3425	72	2	term	term	NOUN
cblr-3425	72	3	“	"	PUNCT
cblr-3425	72	4	steady	steady	ADJ
cblr-3425	72	5	state	state	NOUN
cblr-3425	72	6	”	"	PUNCT
cblr-3425	72	7	refers	refer	VERB
cblr-3425	72	8	to	to	ADP
cblr-3425	72	9	the	the	DET
cblr-3425	72	10	state	state	NOUN
cblr-3425	72	11	of	of	ADP
cblr-3425	72	12	a	a	DET
cblr-3425	72	13	system	system	NOUN
cblr-3425	72	14	that	that	PRON
cblr-3425	72	15	has	have	AUX
cblr-3425	72	16	reached	reach	VERB
cblr-3425	72	17	equilibrium	equilibrium	NOUN
cblr-3425	72	18	following	follow	VERB
cblr-3425	72	19	an	an	DET
cblr-3425	72	20	external	external	ADJ
cblr-3425	72	21	shock	shock	NOUN
cblr-3425	72	22	.	.	PUNCT
cblr-3425	73	1	for	for	ADP
cblr-3425	73	2	a	a	DET
cblr-3425	73	3	discussion	discussion	NOUN
cblr-3425	73	4	of	of	ADP
cblr-3425	73	5	how	how	SCONJ
cblr-3425	73	6	contract	contract	NOUN
cblr-3425	73	7	terms	term	NOUN
cblr-3425	73	8	respond	respond	VERB
cblr-3425	73	9	to	to	ADP
cblr-3425	73	10	external	external	ADJ
cblr-3425	73	11	shocks	shock	NOUN
cblr-3425	73	12	,	,	PUNCT
cblr-3425	73	13	see	see	VERB
cblr-3425	73	14	stephen	stephen	PROPN
cblr-3425	73	15	j.	j.	PROPN
cblr-3425	73	16	choi	choi	PROPN
cblr-3425	73	17	&	&	CCONJ
cblr-3425	73	18	g.	g.	PROPN
cblr-3425	73	19	mitu	mitu	PROPN
cblr-3425	73	20	gulati	gulati	PROPN
cblr-3425	73	21	,	,	PUNCT
cblr-3425	73	22	innovation	innovation	NOUN
cblr-3425	73	23	in	in	ADP
cblr-3425	73	24	boilerplate	boilerplate	ADJ
cblr-3425	73	25	contracts	contract	NOUN
cblr-3425	73	26	:	:	PUNCT
cblr-3425	73	27	an	an	DET
cblr-3425	73	28	empirical	empirical	ADJ
cblr-3425	73	29	examination	examination	NOUN
cblr-3425	73	30	of	of	ADP
cblr-3425	73	31	sovereign	sovereign	ADJ
cblr-3425	73	32	bonds	bond	NOUN
cblr-3425	73	33	,	,	PUNCT
cblr-3425	73	34	53	53	NUM
cblr-3425	73	35	emory	emory	PROPN
cblr-3425	73	36	l.j	l.j	PROPN
cblr-3425	73	37	.	.	PROPN
cblr-3425	73	38	929	929	NUM
cblr-3425	73	39	,	,	PUNCT
cblr-3425	73	40	933–36	933–36	NUM
cblr-3425	73	41	(	(	PUNCT
cblr-3425	73	42	2004	2004	NUM
cblr-3425	73	43	)	)	PUNCT
cblr-3425	73	44	(	(	PUNCT
cblr-3425	73	45	discussing	discuss	VERB
cblr-3425	73	46	how	how	SCONJ
cblr-3425	73	47	interpretive	interpretive	ADJ
cblr-3425	73	48	shocks	shock	NOUN
cblr-3425	73	49	can	can	AUX
cblr-3425	73	50	lead	lead	VERB
cblr-3425	73	51	to	to	ADP
cblr-3425	73	52	changes	change	NOUN
cblr-3425	73	53	in	in	ADP
cblr-3425	73	54	steady	steady	ADJ
cblr-3425	73	55	state	state	NOUN
cblr-3425	73	56	contract	contract	NOUN
cblr-3425	73	57	terms	term	NOUN
cblr-3425	73	58	and	and	CCONJ
cblr-3425	73	59	providing	provide	VERB
cblr-3425	73	60	empirical	empirical	ADJ
cblr-3425	73	61	evidence	evidence	NOUN
cblr-3425	73	62	from	from	ADP
cblr-3425	73	63	sovereign	sovereign	ADJ
cblr-3425	73	64	bonds	bond	NOUN
cblr-3425	73	65	)	)	PUNCT
cblr-3425	73	66	;	;	PUNCT
cblr-3425	73	67	stephen	stephen	PROPN
cblr-3425	73	68	j.	j.	PROPN
cblr-3425	73	69	choi	choi	PROPN
cblr-3425	73	70	,	,	PUNCT
cblr-3425	73	71	mitu	mitu	NOUN
cblr-3425	73	72	gulati	gulati	PROPN
cblr-3425	73	73	&	&	CCONJ
cblr-3425	73	74	eric	eric	PROPN
cblr-3425	73	75	a.	a.	PROPN
cblr-3425	73	76	posner	posner	PROPN
cblr-3425	73	77	,	,	PUNCT
cblr-3425	73	78	the	the	DET
cblr-3425	73	79	dynamics	dynamic	NOUN
cblr-3425	73	80	of	of	ADP
cblr-3425	73	81	contract	contract	NOUN
cblr-3425	73	82	evolution	evolution	NOUN
cblr-3425	73	83	,	,	PUNCT
cblr-3425	73	84	88	88	NUM
cblr-3425	73	85	n.y.u	n.y.u	NOUN
cblr-3425	73	86	.	.	PUNCT
cblr-3425	74	1	l.	l.	PROPN
cblr-3425	74	2	rev	rev	PROPN
cblr-3425	74	3	.	.	PROPN
cblr-3425	74	4	1	1	NUM
cblr-3425	74	5	,	,	PUNCT
cblr-3425	74	6	7–10	7–10	NUM
cblr-3425	74	7	,	,	PUNCT
cblr-3425	74	8	27	27	NUM
cblr-3425	74	9	,	,	PUNCT
cblr-3425	74	10	35–36	35–36	NUM
cblr-3425	74	11	(	(	PUNCT
cblr-3425	74	12	2013	2013	NUM
cblr-3425	74	13	)	)	PUNCT
cblr-3425	74	14	(	(	PUNCT
cblr-3425	74	15	proposing	propose	VERB
cblr-3425	74	16	and	and	CCONJ
cblr-3425	74	17	testing	test	VERB
cblr-3425	74	18	a	a	DET
cblr-3425	74	19	three	three	NUM
cblr-3425	74	20	-	-	PUNCT
cblr-3425	74	21	stage	stage	NOUN
cblr-3425	74	22	model	model	NOUN
cblr-3425	74	23	of	of	ADP
cblr-3425	74	24	contract	contract	NOUN
cblr-3425	74	25	evolution	evolution	NOUN
cblr-3425	74	26	that	that	PRON
cblr-3425	74	27	includes	include	VERB
cblr-3425	74	28	pre	pre	ADJ
cblr-3425	74	29	-	-	ADJ
cblr-3425	74	30	shock	shock	ADJ
cblr-3425	74	31	standardization	standardization	NOUN
cblr-3425	74	32	,	,	PUNCT
cblr-3425	74	33	post	post	ADJ
cblr-3425	74	34	-	-	ADJ
cblr-3425	74	35	shock	shock	ADJ
cblr-3425	74	36	innovation	innovation	NOUN
cblr-3425	74	37	,	,	PUNCT
cblr-3425	74	38	and	and	CCONJ
cblr-3425	74	39	post	post	ADJ
cblr-3425	74	40	-	-	ADJ
cblr-3425	74	41	shock	shock	ADJ
cblr-3425	74	42	standardization	standardization	NOUN
cblr-3425	74	43	)	)	PUNCT
cblr-3425	74	44	.	.	PUNCT
cblr-3425	75	1	18	18	NUM
cblr-3425	75	2	frequently	frequently	ADV
cblr-3425	75	3	cited	cite	VERB
cblr-3425	75	4	challenges	challenge	NOUN
cblr-3425	75	5	to	to	ADP
cblr-3425	75	6	the	the	DET
cblr-3425	75	7	efficient	efficient	ADJ
cblr-3425	75	8	contracting	contracting	NOUN
cblr-3425	75	9	theory	theory	NOUN
cblr-3425	75	10	include	include	VERB
cblr-3425	75	11	network	network	NOUN
cblr-3425	75	12	and	and	CCONJ
cblr-3425	75	13	learning	learning	NOUN
cblr-3425	75	14	externalities	externality	NOUN
cblr-3425	75	15	,	,	PUNCT
cblr-3425	75	16	agency	agency	NOUN
cblr-3425	75	17	costs	cost	NOUN
cblr-3425	75	18	,	,	PUNCT
cblr-3425	75	19	cognitive	cognitive	ADJ
cblr-3425	75	20	biases	bias	NOUN
cblr-3425	75	21	and	and	CCONJ
cblr-3425	75	22	bounded	bound	VERB
cblr-3425	75	23	rationality	rationality	NOUN
cblr-3425	75	24	.	.	PUNCT
cblr-3425	76	1	see	see	VERB
cblr-3425	76	2	luca	luca	PROPN
cblr-3425	76	3	anderlini	anderlini	PROPN
cblr-3425	76	4	&	&	CCONJ
cblr-3425	76	5	leonardo	leonardo	PROPN
cblr-3425	76	6	felli	felli	PROPN
cblr-3425	76	7	,	,	PUNCT
cblr-3425	76	8	bounded	bound	VERB
cblr-3425	76	9	rationality	rationality	NOUN
cblr-3425	76	10	and	and	CCONJ
cblr-3425	76	11	incomplete	incomplete	ADJ
cblr-3425	76	12	contracts	contract	NOUN
cblr-3425	76	13	,	,	PUNCT
cblr-3425	76	14	58	58	NUM
cblr-3425	76	15	res	re	NOUN
cblr-3425	76	16	.	.	PUNCT
cblr-3425	77	1	in	in	ADP
cblr-3425	77	2	econ	econ	PROPN
cblr-3425	77	3	.	.	PUNCT
cblr-3425	78	1	3	3	NUM
cblr-3425	78	2	,	,	PUNCT
cblr-3425	78	3	5	5	NUM
cblr-3425	78	4	(	(	PUNCT
cblr-3425	78	5	2004	2004	NUM
cblr-3425	78	6	)	)	PUNCT
cblr-3425	78	7	(	(	PUNCT
cblr-3425	78	8	describing	describe	VERB
cblr-3425	78	9	how	how	SCONJ
cblr-3425	78	10	bounded	bound	VERB
cblr-3425	78	11	rationality	rationality	NOUN
cblr-3425	78	12	forces	force	NOUN
cblr-3425	78	13	parties	party	NOUN
cblr-3425	78	14	to	to	PART
cblr-3425	78	15	write	write	VERB
cblr-3425	78	16	incomplete	incomplete	ADJ
cblr-3425	78	17	contracts	contract	NOUN
cblr-3425	78	18	)	)	PUNCT
cblr-3425	78	19	;	;	PUNCT
cblr-3425	78	20	claire	claire	PROPN
cblr-3425	78	21	a.	a.	PROPN
cblr-3425	78	22	hill	hill	PROPN
cblr-3425	78	23	,	,	PUNCT
cblr-3425	78	24	why	why	SCONJ
cblr-3425	78	25	contracts	contract	NOUN
cblr-3425	78	26	are	be	AUX
cblr-3425	78	27	written	write	VERB
cblr-3425	78	28	in	in	ADP
cblr-3425	78	29	“	"	PUNCT
cblr-3425	78	30	legalese	legalese	NOUN
cblr-3425	78	31	”	"	PUNCT
cblr-3425	78	32	,	,	PUNCT
cblr-3425	78	33	77	77	NUM
cblr-3425	78	34	chi.kent	chi.kent	NOUN
cblr-3425	78	35	l.	l.	PROPN
cblr-3425	78	36	rev	rev	PROPN
cblr-3425	78	37	.	.	PROPN
cblr-3425	78	38	59	59	NUM
cblr-3425	78	39	,	,	PUNCT
cblr-3425	78	40	60	60	NUM
cblr-3425	78	41	(	(	PUNCT
cblr-3425	78	42	2001	2001	NUM
cblr-3425	78	43	)	)	PUNCT
cblr-3425	78	44	(	(	PUNCT
cblr-3425	78	45	noting	note	VERB
cblr-3425	78	46	that	that	SCONJ
cblr-3425	78	47	iterations	iteration	NOUN
cblr-3425	78	48	of	of	ADP
cblr-3425	78	49	contract	contract	NOUN
cblr-3425	78	50	forms	form	NOUN
cblr-3425	78	51	do	do	AUX
cblr-3425	78	52	not	not	PART
cblr-3425	78	53	always	always	ADV
cblr-3425	78	54	improve	improve	VERB
cblr-3425	78	55	forms	form	NOUN
cblr-3425	78	56	and	and	CCONJ
cblr-3425	78	57	sometimes	sometimes	ADV
cblr-3425	78	58	make	make	VERB
cblr-3425	78	59	the	the	DET
cblr-3425	78	60	form	form	NOUN
cblr-3425	78	61	worse	bad	ADJ
cblr-3425	78	62	)	)	PUNCT
cblr-3425	78	63	;	;	PUNCT
cblr-3425	78	64	kahan	kahan	PROPN
cblr-3425	78	65	&	&	CCONJ
cblr-3425	78	66	klausner	klausner	PROPN
cblr-3425	78	67	,	,	PUNCT
cblr-3425	78	68	supra	supra	PROPN
cblr-3425	78	69	note	note	PROPN
cblr-3425	78	70	17	17	NUM
cblr-3425	78	71	,	,	PUNCT
cblr-3425	78	72	at	at	ADP
cblr-3425	78	73	350–64	350–64	NUM
cblr-3425	78	74	;	;	PUNCT
cblr-3425	78	75	avery	avery	PROPN
cblr-3425	78	76	w.	w.	PROPN
cblr-3425	78	77	katz	katz	PROPN
cblr-3425	78	78	,	,	PUNCT
cblr-3425	78	79	contractual	contractual	ADJ
cblr-3425	78	80	incompleteness	incompleteness	NOUN
cblr-3425	78	81	:	:	PUNCT
cblr-3425	78	82	a	a	DET
cblr-3425	78	83	transactional	transactional	ADJ
cblr-3425	78	84	perspective	perspective	NOUN
cblr-3425	78	85	,	,	PUNCT
cblr-3425	78	86	56	56	NUM
cblr-3425	78	87	case	case	NOUN
cblr-3425	78	88	w.	w.	NOUN
cblr-3425	78	89	res	res	PROPN
cblr-3425	78	90	.	.	PUNCT
cblr-3425	79	1	l.	l.	PROPN
cblr-3425	79	2	rev	rev	PROPN
cblr-3425	79	3	.	.	PROPN
cblr-3425	79	4	169	169	NUM
cblr-3425	79	5	,	,	PUNCT
cblr-3425	79	6	no	no	INTJ
cblr-3425	79	7	.	.	NOUN
cblr-3425	79	8	2:621	2:621	NUM
cblr-3425	79	9	]	]	X
cblr-3425	79	10	predictive	predictive	ADJ
cblr-3425	79	11	contracting	contracting	NOUN
cblr-3425	79	12	627	627	NUM
cblr-3425	79	13	as	as	ADP
cblr-3425	79	14	the	the	DET
cblr-3425	79	15	above	above	ADJ
cblr-3425	79	16	disagreement	disagreement	NOUN
cblr-3425	79	17	in	in	ADP
cblr-3425	79	18	the	the	DET
cblr-3425	79	19	contracts	contract	NOUN
cblr-3425	79	20	literature	literature	NOUN
cblr-3425	79	21	highlights	highlight	NOUN
cblr-3425	79	22	,	,	PUNCT
cblr-3425	79	23	contract	contract	NOUN
cblr-3425	79	24	drafters	drafter	NOUN
cblr-3425	79	25	are	be	AUX
cblr-3425	79	26	impeded	impede	VERB
cblr-3425	79	27	in	in	ADP
cblr-3425	79	28	their	their	PRON
cblr-3425	79	29	ability	ability	NOUN
cblr-3425	79	30	to	to	PART
cblr-3425	79	31	iterate	iterate	VERB
cblr-3425	79	32	on	on	ADP
cblr-3425	79	33	contract	contract	NOUN
cblr-3425	79	34	design	design	NOUN
cblr-3425	79	35	based	base	VERB
cblr-3425	79	36	on	on	ADP
cblr-3425	79	37	outcomes	outcome	NOUN
cblr-3425	79	38	.	.	PUNCT
cblr-3425	80	1	this	this	PRON
cblr-3425	80	2	is	be	AUX
cblr-3425	80	3	partly	partly	ADV
cblr-3425	80	4	due	due	ADJ
cblr-3425	80	5	to	to	ADP
cblr-3425	80	6	two	two	NUM
cblr-3425	80	7	technical	technical	ADJ
cblr-3425	80	8	barriers	barrier	NOUN
cblr-3425	80	9	long	long	ADV
cblr-3425	80	10	faced	face	VERB
cblr-3425	80	11	by	by	ADP
cblr-3425	80	12	contract	contract	NOUN
cblr-3425	80	13	drafters	drafter	NOUN
cblr-3425	80	14	.	.	PUNCT
cblr-3425	81	1	first	first	ADV
cblr-3425	81	2	,	,	PUNCT
cblr-3425	81	3	contract	contract	NOUN
cblr-3425	81	4	drafters	drafter	NOUN
cblr-3425	81	5	have	have	AUX
cblr-3425	81	6	traditionally	traditionally	ADV
cblr-3425	81	7	had	have	VERB
cblr-3425	81	8	limited	limit	VERB
cblr-3425	81	9	data	datum	NOUN
cblr-3425	81	10	on	on	ADP
cblr-3425	81	11	contract	contract	NOUN
cblr-3425	81	12	terms	term	NOUN
cblr-3425	81	13	and	and	CCONJ
cblr-3425	81	14	outcomes.19	outcomes.19	NOUN
cblr-3425	81	15	most	most	ADJ
cblr-3425	81	16	companies	company	NOUN
cblr-3425	81	17	take	take	VERB
cblr-3425	81	18	an	an	DET
cblr-3425	81	19	ad	ad	NOUN
cblr-3425	81	20	172–73	172–73	NUM
cblr-3425	81	21	(	(	PUNCT
cblr-3425	81	22	2005	2005	NUM
cblr-3425	81	23	)	)	PUNCT
cblr-3425	81	24	;	;	PUNCT
cblr-3425	81	25	russell	russell	PROPN
cblr-3425	81	26	korobkin	korobkin	PROPN
cblr-3425	81	27	,	,	PUNCT
cblr-3425	81	28	bounded	bounded	ADJ
cblr-3425	81	29	rationality	rationality	NOUN
cblr-3425	81	30	,	,	PUNCT
cblr-3425	81	31	standard	standard	ADJ
cblr-3425	81	32	form	form	NOUN
cblr-3425	81	33	contracts	contract	NOUN
cblr-3425	81	34	,	,	PUNCT
cblr-3425	81	35	and	and	CCONJ
cblr-3425	81	36	unconscionability	unconscionability	NOUN
cblr-3425	81	37	,	,	PUNCT
cblr-3425	81	38	70	70	NUM
cblr-3425	81	39	u.	u.	PROPN
cblr-3425	81	40	chi	chi	PROPN
cblr-3425	81	41	.	.	PUNCT
cblr-3425	82	1	l.	l.	PROPN
cblr-3425	82	2	rev	rev	PROPN
cblr-3425	82	3	.	.	PROPN
cblr-3425	82	4	1203	1203	NUM
cblr-3425	82	5	,	,	PUNCT
cblr-3425	82	6	1206	1206	NUM
cblr-3425	82	7	(	(	PUNCT
cblr-3425	82	8	2003	2003	NUM
cblr-3425	82	9	)	)	PUNCT
cblr-3425	82	10	(	(	PUNCT
cblr-3425	82	11	arguing	argue	VERB
cblr-3425	82	12	that	that	SCONJ
cblr-3425	82	13	due	due	ADP
cblr-3425	82	14	to	to	ADP
cblr-3425	82	15	bounded	bound	VERB
cblr-3425	82	16	rationality	rationality	NOUN
cblr-3425	82	17	,	,	PUNCT
cblr-3425	82	18	term	term	NOUN
cblr-3425	82	19	-	-	PUNCT
cblr-3425	82	20	takers	taker	NOUN
cblr-3425	82	21	in	in	ADP
cblr-3425	82	22	the	the	DET
cblr-3425	82	23	context	context	NOUN
cblr-3425	82	24	of	of	ADP
cblr-3425	82	25	contracts	contract	NOUN
cblr-3425	82	26	of	of	ADP
cblr-3425	82	27	adhesion	adhesion	NOUN
cblr-3425	82	28	only	only	ADV
cblr-3425	82	29	consider	consider	VERB
cblr-3425	82	30	a	a	DET
cblr-3425	82	31	limited	limited	ADJ
cblr-3425	82	32	set	set	NOUN
cblr-3425	82	33	of	of	ADP
cblr-3425	82	34	contract	contract	NOUN
cblr-3425	82	35	terms	term	NOUN
cblr-3425	82	36	and	and	CCONJ
cblr-3425	82	37	therefore	therefore	ADV
cblr-3425	82	38	term	term	NOUN
cblr-3425	82	39	-	-	PUNCT
cblr-3425	82	40	givers	giver	NOUN
cblr-3425	82	41	have	have	VERB
cblr-3425	82	42	an	an	DET
cblr-3425	82	43	incentive	incentive	NOUN
cblr-3425	82	44	to	to	PART
cblr-3425	82	45	choose	choose	VERB
cblr-3425	82	46	inefficient	inefficient	ADJ
cblr-3425	82	47	,	,	PUNCT
cblr-3425	82	48	allocatively	allocatively	ADV
cblr-3425	82	49	favorable	favorable	ADJ
cblr-3425	82	50	forms	form	NOUN
cblr-3425	82	51	of	of	ADP
cblr-3425	82	52	the	the	DET
cblr-3425	82	53	terms	term	NOUN
cblr-3425	82	54	that	that	PRON
cblr-3425	82	55	are	be	AUX
cblr-3425	82	56	not	not	PART
cblr-3425	82	57	considered	consider	VERB
cblr-3425	82	58	)	)	PUNCT
cblr-3425	82	59	;	;	PUNCT
cblr-3425	82	60	russell	russell	PROPN
cblr-3425	82	61	korobkin	korobkin	PROPN
cblr-3425	82	62	,	,	PUNCT
cblr-3425	82	63	inertia	inertia	NOUN
cblr-3425	82	64	and	and	CCONJ
cblr-3425	82	65	preference	preference	NOUN
cblr-3425	82	66	in	in	ADP
cblr-3425	82	67	contract	contract	NOUN
cblr-3425	82	68	negotiation	negotiation	NOUN
cblr-3425	82	69	:	:	PUNCT
cblr-3425	82	70	the	the	DET
cblr-3425	82	71	psychological	psychological	ADJ
cblr-3425	82	72	power	power	NOUN
cblr-3425	82	73	of	of	ADP
cblr-3425	82	74	default	default	NOUN
cblr-3425	82	75	rules	rule	NOUN
cblr-3425	82	76	and	and	CCONJ
cblr-3425	82	77	form	form	NOUN
cblr-3425	82	78	terms	term	NOUN
cblr-3425	82	79	,	,	PUNCT
cblr-3425	82	80	51	51	NUM
cblr-3425	82	81	vand	vand	NOUN
cblr-3425	82	82	.	.	PUNCT
cblr-3425	83	1	l.	l.	PROPN
cblr-3425	83	2	rev	rev	AUX
cblr-3425	83	3	.	.	PROPN
cblr-3425	83	4	1583	1583	NUM
cblr-3425	83	5	,	,	PUNCT
cblr-3425	83	6	1586–87	1586–87	NUM
cblr-3425	83	7	(	(	PUNCT
cblr-3425	83	8	1998	1998	NUM
cblr-3425	83	9	)	)	PUNCT
cblr-3425	83	10	(	(	PUNCT
cblr-3425	83	11	discussing	discuss	VERB
cblr-3425	83	12	an	an	DET
cblr-3425	83	13	inertia	inertia	NOUN
cblr-3425	83	14	theory	theory	NOUN
cblr-3425	83	15	of	of	ADP
cblr-3425	83	16	contract	contract	NOUN
cblr-3425	83	17	negotiation	negotiation	NOUN
cblr-3425	83	18	in	in	ADP
cblr-3425	83	19	which	which	PRON
cblr-3425	83	20	parties	party	NOUN
cblr-3425	83	21	prefer	prefer	VERB
cblr-3425	83	22	previously	previously	ADV
cblr-3425	83	23	used	use	VERB
cblr-3425	83	24	terms	term	NOUN
cblr-3425	83	25	because	because	SCONJ
cblr-3425	83	26	of	of	ADP
cblr-3425	83	27	status	status	NOUN
cblr-3425	83	28	quo	quo	NOUN
cblr-3425	83	29	and	and	CCONJ
cblr-3425	83	30	endowment	endowment	NOUN
cblr-3425	83	31	bias	bias	PROPN
cblr-3425	83	32	)	)	PUNCT
cblr-3425	83	33	;	;	PUNCT
cblr-3425	83	34	russell	russell	PROPN
cblr-3425	83	35	korobkin	korobkin	PROPN
cblr-3425	83	36	,	,	PUNCT
cblr-3425	83	37	the	the	DET
cblr-3425	83	38	status	status	NOUN
cblr-3425	83	39	quo	quo	NOUN
cblr-3425	83	40	bias	bias	NOUN
cblr-3425	83	41	and	and	CCONJ
cblr-3425	83	42	contract	contract	NOUN
cblr-3425	83	43	default	default	NOUN
cblr-3425	83	44	rules	rule	NOUN
cblr-3425	83	45	,	,	PUNCT
cblr-3425	83	46	83	83	NUM
cblr-3425	83	47	cornell	cornell	PROPN
cblr-3425	83	48	l.	l.	PROPN
cblr-3425	83	49	rev	rev	PROPN
cblr-3425	83	50	.	.	PROPN
cblr-3425	83	51	608	608	NUM
cblr-3425	83	52	(	(	PUNCT
cblr-3425	83	53	1998	1998	NUM
cblr-3425	83	54	)	)	PUNCT
cblr-3425	83	55	;	;	PUNCT
cblr-3425	83	56	barak	barak	PROPN
cblr-3425	83	57	richman	richman	PROPN
cblr-3425	83	58	,	,	PUNCT
cblr-3425	83	59	contracts	contract	NOUN
cblr-3425	83	60	meet	meet	VERB
cblr-3425	83	61	henry	henry	PROPN
cblr-3425	83	62	ford	ford	PROPN
cblr-3425	83	63	,	,	PUNCT
cblr-3425	83	64	40	40	NUM
cblr-3425	83	65	hofstra	hofstra	PROPN
cblr-3425	83	66	l.	l.	PROPN
cblr-3425	83	67	rev	rev	PROPN
cblr-3425	83	68	.	.	PROPN
cblr-3425	83	69	77	77	NUM
cblr-3425	83	70	,	,	PUNCT
cblr-3425	83	71	78	78	NUM
cblr-3425	83	72	(	(	PUNCT
cblr-3425	83	73	2014	2014	NUM
cblr-3425	83	74	)	)	PUNCT
cblr-3425	83	75	;	;	PUNCT
cblr-3425	84	1	oliver	oliver	PROPN
cblr-3425	84	2	e.	e.	PROPN
cblr-3425	84	3	williamson	williamson	PROPN
cblr-3425	84	4	,	,	PUNCT
cblr-3425	84	5	the	the	DET
cblr-3425	84	6	economics	economic	NOUN
cblr-3425	84	7	of	of	ADP
cblr-3425	84	8	organization	organization	NOUN
cblr-3425	84	9	:	:	PUNCT
cblr-3425	84	10	the	the	DET
cblr-3425	84	11	transaction	transaction	NOUN
cblr-3425	84	12	cost	cost	NOUN
cblr-3425	84	13	approach	approach	NOUN
cblr-3425	84	14	,	,	PUNCT
cblr-3425	84	15	87	87	NUM
cblr-3425	84	16	am	am	NOUN
cblr-3425	84	17	.	.	PUNCT
cblr-3425	85	1	j.	j.	PROPN
cblr-3425	85	2	soc	soc	PROPN
cblr-3425	85	3	.	.	PUNCT
cblr-3425	86	1	548	548	NUM
cblr-3425	86	2	,	,	PUNCT
cblr-3425	86	3	553–54	553–54	NUM
cblr-3425	86	4	(	(	PUNCT
cblr-3425	86	5	1981	1981	NUM
cblr-3425	86	6	)	)	PUNCT
cblr-3425	86	7	;	;	PUNCT
cblr-3425	86	8	kenneth	kenneth	PROPN
cblr-3425	86	9	a.	a.	PROPN
cblr-3425	86	10	adams	adams	PROPN
cblr-3425	86	11	,	,	PUNCT
cblr-3425	86	12	copyright	copyright	NOUN
cblr-3425	86	13	and	and	CCONJ
cblr-3425	86	14	the	the	DET
cblr-3425	86	15	contract	contract	NOUN
cblr-3425	86	16	drafter	drafter	NOUN
cblr-3425	86	17	,	,	PUNCT
cblr-3425	86	18	n.y	n.y	PROPN
cblr-3425	86	19	.	.	PROPN
cblr-3425	86	20	l.j	l.j	PROPN
cblr-3425	86	21	.	.	PROPN
cblr-3425	86	22	,	,	PUNCT
cblr-3425	86	23	aug	aug	PROPN
cblr-3425	86	24	.	.	PROPN
cblr-3425	86	25	23	23	NUM
cblr-3425	86	26	,	,	PUNCT
cblr-3425	86	27	2006	2006	NUM
cblr-3425	86	28	,	,	PUNCT
cblr-3425	86	29	at	at	ADP
cblr-3425	86	30	1–5	1–5	PROPN
cblr-3425	86	31	(	(	PUNCT
cblr-3425	86	32	discussing	discuss	VERB
cblr-3425	86	33	the	the	DET
cblr-3425	86	34	difficulty	difficulty	NOUN
cblr-3425	86	35	of	of	ADP
cblr-3425	86	36	copyrighting	copyright	VERB
cblr-3425	86	37	novel	novel	ADJ
cblr-3425	86	38	contract	contract	NOUN
cblr-3425	86	39	terms	term	NOUN
cblr-3425	86	40	)	)	PUNCT
cblr-3425	86	41	.	.	PUNCT
cblr-3425	87	1	for	for	ADP
cblr-3425	87	2	an	an	DET
cblr-3425	87	3	excellent	excellent	ADJ
cblr-3425	87	4	example	example	NOUN
cblr-3425	87	5	of	of	ADP
cblr-3425	87	6	empirical	empirical	ADJ
cblr-3425	87	7	evidence	evidence	NOUN
cblr-3425	87	8	that	that	PRON
cblr-3425	87	9	runs	run	VERB
cblr-3425	87	10	counter	counter	ADV
cblr-3425	87	11	to	to	ADP
cblr-3425	87	12	the	the	DET
cblr-3425	87	13	natural	natural	ADJ
cblr-3425	87	14	selection	selection	NOUN
cblr-3425	87	15	view	view	NOUN
cblr-3425	87	16	of	of	ADP
cblr-3425	87	17	contract	contract	NOUN
cblr-3425	87	18	evolution	evolution	NOUN
cblr-3425	87	19	,	,	PUNCT
cblr-3425	87	20	see	see	VERB
cblr-3425	87	21	mitu	mitu	PROPN
cblr-3425	87	22	gulati	gulati	PROPN
cblr-3425	87	23	&	&	CCONJ
cblr-3425	87	24	robert	robert	PROPN
cblr-3425	87	25	scott	scott	PROPN
cblr-3425	87	26	,	,	PUNCT
cblr-3425	87	27	the	the	DET
cblr-3425	87	28	3	3	NUM
cblr-3425	87	29	1/2	1/2	NUM
cblr-3425	87	30	minute	minute	NOUN
cblr-3425	87	31	transaction	transaction	NOUN
cblr-3425	87	32	2–3	2–3	NUM
cblr-3425	87	33	(	(	PUNCT
cblr-3425	87	34	2012	2012	NUM
cblr-3425	87	35	)	)	PUNCT
cblr-3425	87	36	(	(	PUNCT
cblr-3425	87	37	describing	describe	VERB
cblr-3425	87	38	the	the	DET
cblr-3425	87	39	continued	continue	VERB
cblr-3425	87	40	widespread	widespread	ADJ
cblr-3425	87	41	use	use	NOUN
cblr-3425	87	42	of	of	ADP
cblr-3425	87	43	a	a	DET
cblr-3425	87	44	“	"	PUNCT
cblr-3425	87	45	pari	pari	ADJ
cblr-3425	87	46	passu	passu	NOUN
cblr-3425	87	47	”	"	PUNCT
cblr-3425	87	48	clause	clause	NOUN
cblr-3425	87	49	in	in	ADP
cblr-3425	87	50	cross	cross	ADJ
cblr-3425	87	51	-	-	ADJ
cblr-3425	87	52	border	border	ADJ
cblr-3425	87	53	sovereign	sovereign	ADJ
cblr-3425	87	54	bond	bond	NOUN
cblr-3425	87	55	contracts	contract	NOUN
cblr-3425	87	56	following	follow	VERB
cblr-3425	87	57	an	an	DET
cblr-3425	87	58	adverse	adverse	ADJ
cblr-3425	87	59	judicial	judicial	ADJ
cblr-3425	87	60	ruling	ruling	NOUN
cblr-3425	87	61	that	that	PRON
cblr-3425	87	62	upset	upset	VERB
cblr-3425	87	63	the	the	DET
cblr-3425	87	64	standing	stand	VERB
cblr-3425	87	65	interpretation	interpretation	NOUN
cblr-3425	87	66	of	of	ADP
cblr-3425	87	67	the	the	DET
cblr-3425	87	68	clause	clause	NOUN
cblr-3425	87	69	)	)	PUNCT
cblr-3425	87	70	.	.	PUNCT
cblr-3425	88	1	as	as	ADP
cblr-3425	88	2	gulati	gulati	PROPN
cblr-3425	88	3	and	and	CCONJ
cblr-3425	88	4	scott	scott	PROPN
cblr-3425	88	5	note	note	PROPN
cblr-3425	88	6	,	,	PUNCT
cblr-3425	88	7	the	the	DET
cblr-3425	88	8	pari	pari	PROPN
cblr-3425	88	9	passu	passu	PROPN
cblr-3425	88	10	clause	clause	NOUN
cblr-3425	88	11	continued	continue	VERB
cblr-3425	88	12	to	to	PART
cblr-3425	88	13	be	be	AUX
cblr-3425	88	14	used	use	VERB
cblr-3425	88	15	in	in	ADP
cblr-3425	88	16	ninety	ninety	NUM
cblr-3425	88	17	percent	percent	NOUN
cblr-3425	88	18	of	of	ADP
cblr-3425	88	19	sovereign	sovereign	ADJ
cblr-3425	88	20	bond	bond	NOUN
cblr-3425	88	21	contracts	contract	NOUN
cblr-3425	88	22	despite	despite	SCONJ
cblr-3425	88	23	the	the	DET
cblr-3425	88	24	adverse	adverse	ADJ
cblr-3425	88	25	judicial	judicial	ADJ
cblr-3425	88	26	interpretation	interpretation	NOUN
cblr-3425	88	27	.	.	PUNCT
cblr-3425	89	1	i	i	PRON
cblr-3425	89	2	d.	d.	PROPN
cblr-3425	89	3	in	in	ADP
cblr-3425	89	4	fact	fact	NOUN
cblr-3425	89	5	,	,	PUNCT
cblr-3425	89	6	use	use	NOUN
cblr-3425	89	7	of	of	ADP
cblr-3425	89	8	the	the	DET
cblr-3425	89	9	clause	clause	NOUN
cblr-3425	89	10	increased	increase	VERB
cblr-3425	89	11	even	even	ADV
cblr-3425	89	12	as	as	SCONJ
cblr-3425	89	13	understanding	understanding	NOUN
cblr-3425	89	14	of	of	ADP
cblr-3425	89	15	its	its	PRON
cblr-3425	89	16	meaning	meaning	NOUN
cblr-3425	89	17	decreased	decrease	VERB
cblr-3425	89	18	.	.	PUNCT
cblr-3425	90	1	i	i	PRON
cblr-3425	90	2	d.	d.	PROPN
cblr-3425	90	3	at	at	ADP
cblr-3425	90	4	141	141	NUM
cblr-3425	90	5	.	.	PUNCT
cblr-3425	90	6	19	19	NUM
cblr-3425	90	7	see	see	VERB
cblr-3425	90	8	anuj	anuj	PROPN
cblr-3425	90	9	saxena	saxena	PROPN
cblr-3425	90	10	,	,	PUNCT
cblr-3425	90	11	enterprise	enterprise	NOUN
cblr-3425	90	12	contract	contract	NOUN
cblr-3425	90	13	management	management	NOUN
cblr-3425	90	14	:	:	PUNCT
cblr-3425	90	15	a	a	DET
cblr-3425	90	16	practical	practical	ADJ
cblr-3425	90	17	guide	guide	NOUN
cblr-3425	90	18	to	to	PART
cblr-3425	90	19	successfully	successfully	ADV
cblr-3425	90	20	implementing	implement	VERB
cblr-3425	90	21	an	an	DET
cblr-3425	90	22	ecm	ecm	NOUN
cblr-3425	90	23	solution	solution	NOUN
cblr-3425	90	24	11–12	11–12	NUM
cblr-3425	90	25	,	,	PUNCT
cblr-3425	90	26	16–17	16–17	NUM
cblr-3425	90	27	(	(	PUNCT
cblr-3425	90	28	2008	2008	NUM
cblr-3425	90	29	)	)	PUNCT
cblr-3425	90	30	(	(	PUNCT
cblr-3425	90	31	noting	note	VERB
cblr-3425	90	32	that	that	SCONJ
cblr-3425	90	33	most	most	ADJ
cblr-3425	90	34	organizations	organization	NOUN
cblr-3425	90	35	manage	manage	VERB
cblr-3425	90	36	contracts	contract	NOUN
cblr-3425	90	37	in	in	ADP
cblr-3425	90	38	an	an	DET
cblr-3425	90	39	ad	ad	X
cblr-3425	90	40	hoc	hoc	X
cblr-3425	90	41	manner	manner	NOUN
cblr-3425	90	42	,	,	PUNCT
cblr-3425	90	43	which	which	PRON
cblr-3425	90	44	results	result	VERB
cblr-3425	90	45	in	in	ADP
cblr-3425	90	46	numerous	numerous	ADJ
cblr-3425	90	47	problems	problem	NOUN
cblr-3425	90	48	including	include	VERB
cblr-3425	90	49	fragmented	fragmented	ADJ
cblr-3425	90	50	contract	contract	NOUN
cblr-3425	90	51	data	datum	NOUN
cblr-3425	90	52	,	,	PUNCT
cblr-3425	90	53	poor	poor	ADJ
cblr-3425	90	54	visibility	visibility	NOUN
cblr-3425	90	55	into	into	ADP
cblr-3425	90	56	contracts	contract	NOUN
cblr-3425	90	57	,	,	PUNCT
cblr-3425	90	58	ineffective	ineffective	ADJ
cblr-3425	90	59	contract	contract	NOUN
cblr-3425	90	60	monitoring	monitoring	NOUN
cblr-3425	90	61	,	,	PUNCT
cblr-3425	90	62	and	and	CCONJ
cblr-3425	90	63	inadequate	inadequate	ADJ
cblr-3425	90	64	analysis	analysis	NOUN
cblr-3425	90	65	of	of	ADP
cblr-3425	90	66	contract	contract	NOUN
cblr-3425	90	67	performance	performance	NOUN
cblr-3425	90	68	)	)	PUNCT
cblr-3425	90	69	;	;	PUNCT
cblr-3425	90	70	gulati	gulati	PROPN
cblr-3425	90	71	&	&	CCONJ
cblr-3425	90	72	scott	scott	PROPN
cblr-3425	90	73	,	,	PUNCT
cblr-3425	90	74	supra	supra	PROPN
cblr-3425	90	75	note	note	PROPN
cblr-3425	90	76	18	18	NUM
cblr-3425	90	77	,	,	PUNCT
cblr-3425	90	78	at	at	ADP
cblr-3425	90	79	4	4	NUM
cblr-3425	90	80	,	,	PUNCT
cblr-3425	90	81	150	150	NUM
cblr-3425	90	82	(	(	PUNCT
cblr-3425	90	83	identifying	identify	VERB
cblr-3425	90	84	that	that	SCONJ
cblr-3425	90	85	the	the	DET
cblr-3425	90	86	traditional	traditional	ADJ
cblr-3425	90	87	structural	structural	ADJ
cblr-3425	90	88	division	division	NOUN
cblr-3425	90	89	between	between	ADP
cblr-3425	90	90	litigation	litigation	NOUN
cblr-3425	90	91	and	and	CCONJ
cblr-3425	90	92	transactional	transactional	ADJ
cblr-3425	90	93	law	law	NOUN
cblr-3425	90	94	practice	practice	NOUN
cblr-3425	90	95	prevents	prevent	VERB
cblr-3425	90	96	transactional	transactional	ADJ
cblr-3425	90	97	lawyers	lawyer	NOUN
cblr-3425	90	98	from	from	ADP
cblr-3425	90	99	systematically	systematically	ADV
cblr-3425	90	100	modifying	modify	VERB
cblr-3425	90	101	contract	contract	NOUN
cblr-3425	90	102	drafting	drafting	NOUN
cblr-3425	90	103	based	base	VERB
cblr-3425	90	104	on	on	ADP
cblr-3425	90	105	litigation	litigation	NOUN
cblr-3425	90	106	outcomes	outcome	NOUN
cblr-3425	90	107	)	)	PUNCT
cblr-3425	90	108	;	;	PUNCT
cblr-3425	90	109	hill	hill	NOUN
cblr-3425	90	110	,	,	PUNCT
cblr-3425	90	111	supra	supra	PROPN
cblr-3425	90	112	note	note	PROPN
cblr-3425	90	113	18	18	NUM
cblr-3425	90	114	,	,	PUNCT
cblr-3425	90	115	at	at	ADP
cblr-3425	90	116	75–76	75–76	NUM
cblr-3425	90	117	(	(	PUNCT
cblr-3425	90	118	describing	describe	VERB
cblr-3425	90	119	the	the	DET
cblr-3425	90	120	tension	tension	NOUN
cblr-3425	90	121	between	between	ADP
cblr-3425	90	122	a	a	DET
cblr-3425	90	123	contract	contract	NOUN
cblr-3425	90	124	as	as	ADP
cblr-3425	90	125	a	a	DET
cblr-3425	90	126	document	document	NOUN
cblr-3425	90	127	that	that	PRON
cblr-3425	90	128	meets	meet	VERB
cblr-3425	90	129	the	the	DET
cblr-3425	90	130	needs	need	NOUN
cblr-3425	90	131	of	of	ADP
cblr-3425	90	132	the	the	DET
cblr-3425	90	133	parties	party	NOUN
cblr-3425	90	134	and	and	CCONJ
cblr-3425	90	135	a	a	DET
cblr-3425	90	136	contract	contract	NOUN
cblr-3425	90	137	as	as	ADP
cblr-3425	90	138	a	a	DET
cblr-3425	90	139	method	method	NOUN
cblr-3425	90	140	of	of	ADP
cblr-3425	90	141	capturing	capture	VERB
cblr-3425	90	142	data	datum	NOUN
cblr-3425	90	143	for	for	ADP
cblr-3425	90	144	future	future	ADJ
cblr-3425	90	145	use	use	NOUN
cblr-3425	90	146	)	)	PUNCT
cblr-3425	90	147	;	;	PUNCT
cblr-3425	90	148	matthew	matthew	PROPN
cblr-3425	90	149	roach	roach	PROPN
cblr-3425	90	150	,	,	PUNCT
cblr-3425	90	151	toward	toward	ADP
cblr-3425	90	152	a	a	DET
cblr-3425	90	153	new	new	ADJ
cblr-3425	90	154	language	language	NOUN
cblr-3425	90	155	of	of	ADP
cblr-3425	90	156	legal	legal	ADJ
cblr-3425	90	157	drafting	drafting	NOUN
cblr-3425	90	158	,	,	PUNCT
cblr-3425	90	159	17	17	NUM
cblr-3425	90	160	j.	j.	PROPN
cblr-3425	90	161	high	high	PROPN
cblr-3425	90	162	tech	tech	PROPN
cblr-3425	90	163	.	.	PUNCT
cblr-3425	91	1	l.	l.	PROPN
cblr-3425	91	2	43	43	NUM
cblr-3425	91	3	,	,	PUNCT
cblr-3425	91	4	46–48	46–48	NUM
cblr-3425	91	5	(	(	PUNCT
cblr-3425	91	6	2016	2016	NUM
cblr-3425	91	7	)	)	PUNCT
cblr-3425	91	8	;	;	PUNCT
cblr-3425	91	9	628	628	NUM
cblr-3425	91	10	columbia	columbia	PROPN
cblr-3425	91	11	business	business	NOUN
cblr-3425	91	12	law	law	PROPN
cblr-3425	91	13	review	review	NOUN
cblr-3425	92	1	[	[	X
cblr-3425	92	2	vol	vol	NOUN
cblr-3425	92	3	.	.	NOUN
cblr-3425	92	4	2019	2019	NUM
cblr-3425	92	5	hoc	hoc	X
cblr-3425	92	6	approach	approach	NOUN
cblr-3425	92	7	to	to	ADP
cblr-3425	92	8	managing	manage	VERB
cblr-3425	92	9	their	their	PRON
cblr-3425	92	10	contracts.20	contracts.20	NOUN
cblr-3425	92	11	in	in	ADP
cblr-3425	92	12	many	many	ADJ
cblr-3425	92	13	cases	case	NOUN
cblr-3425	92	14	,	,	PUNCT
cblr-3425	92	15	little	little	ADJ
cblr-3425	92	16	or	or	CCONJ
cblr-3425	92	17	no	no	PRON
cblr-3425	92	18	contract	contract	NOUN
cblr-3425	92	19	data	datum	NOUN
cblr-3425	92	20	are	be	AUX
cblr-3425	92	21	collected	collect	VERB
cblr-3425	92	22	in	in	ADP
cblr-3425	92	23	a	a	DET
cblr-3425	92	24	systematic	systematic	ADJ
cblr-3425	92	25	manner	manner	NOUN
cblr-3425	92	26	.	.	PUNCT
cblr-3425	93	1	when	when	SCONJ
cblr-3425	93	2	contract	contract	NOUN
cblr-3425	93	3	data	datum	NOUN
cblr-3425	93	4	are	be	AUX
cblr-3425	93	5	collected	collect	VERB
cblr-3425	93	6	,	,	PUNCT
cblr-3425	93	7	these	these	DET
cblr-3425	93	8	data	datum	NOUN
cblr-3425	93	9	rarely	rarely	ADV
cblr-3425	93	10	include	include	VERB
cblr-3425	93	11	contract	contract	NOUN
cblr-3425	93	12	outcomes	outcome	NOUN
cblr-3425	93	13	such	such	ADJ
cblr-3425	93	14	as	as	ADP
cblr-3425	93	15	whether	whether	SCONJ
cblr-3425	93	16	a	a	DET
cblr-3425	93	17	contract	contract	NOUN
cblr-3425	93	18	resulted	result	VERB
cblr-3425	93	19	in	in	ADP
cblr-3425	93	20	litigation.21	litigation.21	PROPN
cblr-3425	93	21	as	as	ADP
cblr-3425	93	22	a	a	DET
cblr-3425	93	23	result	result	NOUN
cblr-3425	93	24	,	,	PUNCT
cblr-3425	93	25	even	even	ADV
cblr-3425	93	26	if	if	SCONJ
cblr-3425	93	27	companies	company	NOUN
cblr-3425	93	28	have	have	VERB
cblr-3425	93	29	data	datum	NOUN
cblr-3425	93	30	on	on	ADP
cblr-3425	93	31	the	the	DET
cblr-3425	93	32	terms	term	NOUN
cblr-3425	93	33	contained	contain	VERB
cblr-3425	93	34	in	in	ADP
cblr-3425	93	35	their	their	PRON
cblr-3425	93	36	contracts	contract	NOUN
cblr-3425	93	37	,	,	PUNCT
cblr-3425	93	38	they	they	PRON
cblr-3425	93	39	can	can	AUX
cblr-3425	93	40	not	not	PART
cblr-3425	93	41	identify	identify	VERB
cblr-3425	93	42	the	the	DET
cblr-3425	93	43	effects	effect	NOUN
cblr-3425	93	44	of	of	ADP
cblr-3425	93	45	those	those	DET
cblr-3425	93	46	terms	term	NOUN
cblr-3425	93	47	on	on	ADP
cblr-3425	93	48	key	key	ADJ
cblr-3425	93	49	outcomes	outcome	NOUN
cblr-3425	93	50	without	without	ADP
cblr-3425	93	51	outcome	outcome	NOUN
cblr-3425	93	52	data	datum	NOUN
cblr-3425	93	53	.	.	PUNCT
cblr-3425	94	1	second	second	ADJ
cblr-3425	94	2	,	,	PUNCT
cblr-3425	94	3	contract	contract	NOUN
cblr-3425	94	4	drafters	drafter	NOUN
cblr-3425	94	5	have	have	AUX
cblr-3425	94	6	typically	typically	ADV
cblr-3425	94	7	not	not	PART
cblr-3425	94	8	had	have	VERB
cblr-3425	94	9	the	the	DET
cblr-3425	94	10	analytical	analytical	ADJ
cblr-3425	94	11	tools	tool	NOUN
cblr-3425	94	12	necessary	necessary	ADJ
cblr-3425	94	13	to	to	PART
cblr-3425	94	14	conduct	conduct	VERB
cblr-3425	94	15	robust	robust	ADJ
cblr-3425	94	16	analysis	analysis	NOUN
cblr-3425	94	17	of	of	ADP
cblr-3425	94	18	contract	contract	NOUN
cblr-3425	94	19	data.22	data.22	VERB
cblr-3425	94	20	many	many	ADJ
cblr-3425	94	21	companies	company	NOUN
cblr-3425	94	22	engage	engage	VERB
cblr-3425	94	23	in	in	ADP
cblr-3425	94	24	low	low	ADJ
cblr-3425	94	25	levels	level	NOUN
cblr-3425	94	26	of	of	ADP
cblr-3425	94	27	systematic	systematic	ADJ
cblr-3425	94	28	data	datum	NOUN
cblr-3425	94	29	analysis	analysis	NOUN
cblr-3425	94	30	,	,	PUNCT
cblr-3425	94	31	or	or	CCONJ
cblr-3425	94	32	even	even	ADV
cblr-3425	94	33	forego	forego	ADV
cblr-3425	94	34	the	the	DET
cblr-3425	94	35	process	process	NOUN
cblr-3425	94	36	entirely.23	entirely.23	VERB
cblr-3425	94	37	even	even	ADV
cblr-3425	94	38	if	if	SCONJ
cblr-3425	94	39	companies	company	NOUN
cblr-3425	94	40	do	do	AUX
cblr-3425	94	41	engage	engage	VERB
cblr-3425	94	42	in	in	ADP
cblr-3425	94	43	analysis	analysis	NOUN
cblr-3425	94	44	of	of	ADP
cblr-3425	94	45	contract	contract	NOUN
cblr-3425	94	46	data	datum	NOUN
cblr-3425	94	47	,	,	PUNCT
cblr-3425	94	48	it	it	PRON
cblr-3425	94	49	is	be	AUX
cblr-3425	94	50	robert	robert	PROPN
cblr-3425	94	51	e.	e.	PROPN
cblr-3425	94	52	scott	scott	PROPN
cblr-3425	94	53	&	&	CCONJ
cblr-3425	94	54	george	george	PROPN
cblr-3425	94	55	g.	g.	PROPN
cblr-3425	94	56	triantis	triantis	PROPN
cblr-3425	94	57	,	,	PUNCT
cblr-3425	94	58	anticipating	anticipate	VERB
cblr-3425	94	59	litigation	litigation	NOUN
cblr-3425	94	60	in	in	ADP
cblr-3425	94	61	contract	contract	NOUN
cblr-3425	94	62	design	design	NOUN
cblr-3425	94	63	,	,	PUNCT
cblr-3425	94	64	115	115	NUM
cblr-3425	94	65	yale	yale	PROPN
cblr-3425	94	66	l.j	l.j	PROPN
cblr-3425	94	67	.	.	PROPN
cblr-3425	94	68	814	814	NUM
cblr-3425	94	69	,	,	PUNCT
cblr-3425	94	70	822–23	822–23	NUM
cblr-3425	94	71	(	(	PUNCT
cblr-3425	94	72	2006	2006	NUM
cblr-3425	94	73	)	)	PUNCT
cblr-3425	94	74	.	.	PUNCT
cblr-3425	95	1	20	20	NUM
cblr-3425	95	2	see	see	VERB
cblr-3425	95	3	saxena	saxena	PROPN
cblr-3425	95	4	,	,	PUNCT
cblr-3425	95	5	supra	supra	PROPN
cblr-3425	95	6	note	note	PROPN
cblr-3425	95	7	19	19	NUM
cblr-3425	95	8	,	,	PUNCT
cblr-3425	95	9	at	at	ADP
cblr-3425	95	10	11–12	11–12	NUM
cblr-3425	95	11	.	.	PUNCT
cblr-3425	96	1	21	21	NUM
cblr-3425	96	2	see	see	VERB
cblr-3425	96	3	hill	hill	PROPN
cblr-3425	96	4	,	,	PUNCT
cblr-3425	96	5	supra	supra	PROPN
cblr-3425	96	6	note	note	PROPN
cblr-3425	96	7	18	18	NUM
cblr-3425	96	8	,	,	PUNCT
cblr-3425	96	9	at	at	ADP
cblr-3425	96	10	69	69	NUM
cblr-3425	96	11	(	(	PUNCT
cblr-3425	96	12	discussing	discuss	VERB
cblr-3425	96	13	how	how	SCONJ
cblr-3425	96	14	contract	contract	NOUN
cblr-3425	96	15	drafters	drafter	NOUN
cblr-3425	96	16	lack	lack	VERB
cblr-3425	96	17	the	the	DET
cblr-3425	96	18	incentive	incentive	NOUN
cblr-3425	96	19	to	to	PART
cblr-3425	96	20	follow	follow	VERB
cblr-3425	96	21	-	-	PUNCT
cblr-3425	96	22	up	up	NOUN
cblr-3425	96	23	with	with	ADP
cblr-3425	96	24	a	a	DET
cblr-3425	96	25	contract	contract	NOUN
cblr-3425	96	26	once	once	SCONJ
cblr-3425	96	27	it	it	PRON
cblr-3425	96	28	has	have	AUX
cblr-3425	96	29	been	be	AUX
cblr-3425	96	30	drafted	draft	VERB
cblr-3425	96	31	and	and	CCONJ
cblr-3425	96	32	signed	sign	VERB
cblr-3425	96	33	)	)	PUNCT
cblr-3425	96	34	;	;	PUNCT
cblr-3425	96	35	george	george	PROPN
cblr-3425	96	36	g.	g.	PROPN
cblr-3425	96	37	triantis	triantis	PROPN
cblr-3425	96	38	,	,	PUNCT
cblr-3425	96	39	improving	improve	VERB
cblr-3425	96	40	contract	contract	NOUN
cblr-3425	96	41	quality	quality	NOUN
cblr-3425	96	42	:	:	PUNCT
cblr-3425	96	43	modularity	modularity	NOUN
cblr-3425	96	44	,	,	PUNCT
cblr-3425	96	45	technology	technology	NOUN
cblr-3425	96	46	,	,	PUNCT
cblr-3425	96	47	and	and	CCONJ
cblr-3425	96	48	innovation	innovation	NOUN
cblr-3425	96	49	in	in	ADP
cblr-3425	96	50	contract	contract	NOUN
cblr-3425	96	51	design	design	NOUN
cblr-3425	96	52	,	,	PUNCT
cblr-3425	96	53	18	18	NUM
cblr-3425	96	54	stan	stan	NOUN
cblr-3425	96	55	.	.	PUNCT
cblr-3425	97	1	j.l	j.l	PROPN
cblr-3425	97	2	.	.	PROPN
cblr-3425	97	3	,	,	PUNCT
cblr-3425	97	4	bus	bus	PROPN
cblr-3425	97	5	.	.	PUNCT
cblr-3425	97	6	&	&	CCONJ
cblr-3425	97	7	fin	fin	PROPN
cblr-3425	97	8	.	.	PUNCT
cblr-3425	98	1	177	177	NUM
cblr-3425	98	2	,	,	PUNCT
cblr-3425	98	3	183–84	183–84	NOUN
cblr-3425	98	4	(	(	PUNCT
cblr-3425	98	5	2013	2013	NUM
cblr-3425	98	6	)	)	PUNCT
cblr-3425	98	7	(	(	PUNCT
cblr-3425	98	8	noting	note	VERB
cblr-3425	98	9	that	that	SCONJ
cblr-3425	98	10	contract	contract	NOUN
cblr-3425	98	11	drafters	drafter	NOUN
cblr-3425	98	12	pay	pay	VERB
cblr-3425	98	13	little	little	ADJ
cblr-3425	98	14	attention	attention	NOUN
cblr-3425	98	15	to	to	ADP
cblr-3425	98	16	the	the	DET
cblr-3425	98	17	consequences	consequence	NOUN
cblr-3425	98	18	of	of	ADP
cblr-3425	98	19	contract	contract	NOUN
cblr-3425	98	20	drafting	drafting	NOUN
cblr-3425	98	21	)	)	PUNCT
cblr-3425	98	22	.	.	PUNCT
cblr-3425	99	1	22	22	NUM
cblr-3425	99	2	see	see	VERB
cblr-3425	99	3	lawrence	lawrence	PROPN
cblr-3425	99	4	s.	s.	PROPN
cblr-3425	99	5	maisel	maisel	PROPN
cblr-3425	99	6	&	&	CCONJ
cblr-3425	99	7	gary	gary	PROPN
cblr-3425	99	8	cokins	cokin	NOUN
cblr-3425	99	9	,	,	PUNCT
cblr-3425	99	10	predictive	predictive	ADJ
cblr-3425	99	11	business	business	NOUN
cblr-3425	99	12	analytics	analytic	NOUN
cblr-3425	99	13	:	:	PUNCT
cblr-3425	99	14	forward	forward	ADV
cblr-3425	99	15	looking	look	VERB
cblr-3425	99	16	capabilities	capability	NOUN
cblr-3425	99	17	to	to	PART
cblr-3425	99	18	improve	improve	VERB
cblr-3425	99	19	business	business	NOUN
cblr-3425	99	20	performance	performance	NOUN
cblr-3425	99	21	62	62	NUM
cblr-3425	99	22	(	(	PUNCT
cblr-3425	99	23	2014	2014	NUM
cblr-3425	99	24	)	)	PUNCT
cblr-3425	99	25	(	(	PUNCT
cblr-3425	99	26	citing	cite	VERB
cblr-3425	99	27	studies	study	NOUN
cblr-3425	99	28	regarding	regard	VERB
cblr-3425	99	29	how	how	SCONJ
cblr-3425	99	30	companies	company	NOUN
cblr-3425	99	31	frequently	frequently	ADV
cblr-3425	99	32	fail	fail	VERB
cblr-3425	99	33	to	to	PART
cblr-3425	99	34	engage	engage	VERB
cblr-3425	99	35	in	in	ADP
cblr-3425	99	36	adequate	adequate	ADJ
cblr-3425	99	37	analysis	analysis	NOUN
cblr-3425	99	38	)	)	PUNCT
cblr-3425	99	39	;	;	PUNCT
cblr-3425	99	40	gretta	gretta	PROPN
cblr-3425	99	41	rusanow	rusanow	NOUN
cblr-3425	99	42	,	,	PUNCT
cblr-3425	99	43	knowledge	knowledge	NOUN
cblr-3425	99	44	management	management	NOUN
cblr-3425	99	45	and	and	CCONJ
cblr-3425	99	46	the	the	DET
cblr-3425	99	47	smarter	smart	ADJ
cblr-3425	99	48	lawyer	lawyer	NOUN
cblr-3425	99	49	346	346	NUM
cblr-3425	99	50	(	(	PUNCT
cblr-3425	99	51	2003	2003	NUM
cblr-3425	99	52	)	)	PUNCT
cblr-3425	99	53	(	(	PUNCT
cblr-3425	99	54	describing	describe	VERB
cblr-3425	99	55	how	how	SCONJ
cblr-3425	99	56	contract	contract	NOUN
cblr-3425	99	57	drafters	drafter	NOUN
cblr-3425	99	58	easily	easily	ADV
cblr-3425	99	59	get	get	VERB
cblr-3425	99	60	overwhelmed	overwhelmed	ADJ
cblr-3425	99	61	when	when	SCONJ
cblr-3425	99	62	trying	try	VERB
cblr-3425	99	63	to	to	PART
cblr-3425	99	64	process	process	VERB
cblr-3425	99	65	contract	contract	NOUN
cblr-3425	99	66	data	datum	NOUN
cblr-3425	99	67	)	)	PUNCT
cblr-3425	99	68	;	;	PUNCT
cblr-3425	99	69	peter	peter	PROPN
cblr-3425	99	70	j.	j.	PROPN
cblr-3425	99	71	gardner	gardner	PROPN
cblr-3425	99	72	,	,	PUNCT
cblr-3425	99	73	a	a	DET
cblr-3425	99	74	role	role	NOUN
cblr-3425	99	75	for	for	ADP
cblr-3425	99	76	the	the	DET
cblr-3425	99	77	business	business	NOUN
cblr-3425	99	78	attorney	attorney	NOUN
cblr-3425	99	79	in	in	ADP
cblr-3425	99	80	the	the	DET
cblr-3425	99	81	twenty	twenty	NUM
cblr-3425	99	82	-	-	PUNCT
cblr-3425	99	83	first	first	ADJ
cblr-3425	99	84	century	century	NOUN
cblr-3425	99	85	:	:	PUNCT
cblr-3425	99	86	adding	add	VERB
cblr-3425	99	87	value	value	NOUN
cblr-3425	99	88	to	to	ADP
cblr-3425	99	89	the	the	DET
cblr-3425	99	90	client	client	NOUN
cblr-3425	99	91	’s	’s	PART
cblr-3425	99	92	enterprise	enterprise	NOUN
cblr-3425	99	93	in	in	ADP
cblr-3425	99	94	the	the	DET
cblr-3425	99	95	knowledge	knowledge	NOUN
cblr-3425	99	96	economy	economy	NOUN
cblr-3425	99	97	,	,	PUNCT
cblr-3425	99	98	7	7	NUM
cblr-3425	99	99	marq	marq	NOUN
cblr-3425	99	100	.	.	PUNCT
cblr-3425	100	1	intell	intell	PROPN
cblr-3425	100	2	.	.	PUNCT
cblr-3425	101	1	prop	prop	PROPN
cblr-3425	101	2	.	.	PUNCT
cblr-3425	102	1	l.	l.	PROPN
cblr-3425	102	2	rev	rev	PROPN
cblr-3425	102	3	.	.	PROPN
cblr-3425	102	4	17	17	NUM
cblr-3425	102	5	,	,	PUNCT
cblr-3425	102	6	44–45	44–45	NUM
cblr-3425	102	7	(	(	PUNCT
cblr-3425	102	8	2003	2003	NUM
cblr-3425	102	9	)	)	PUNCT
cblr-3425	102	10	(	(	PUNCT
cblr-3425	102	11	discussing	discuss	VERB
cblr-3425	102	12	the	the	DET
cblr-3425	102	13	difficulty	difficulty	NOUN
cblr-3425	102	14	of	of	ADP
cblr-3425	102	15	processing	process	VERB
cblr-3425	102	16	large	large	ADJ
cblr-3425	102	17	amounts	amount	NOUN
cblr-3425	102	18	of	of	ADP
cblr-3425	102	19	contract	contract	NOUN
cblr-3425	102	20	information	information	NOUN
cblr-3425	102	21	in	in	ADP
cblr-3425	102	22	a	a	DET
cblr-3425	102	23	meaningful	meaningful	ADJ
cblr-3425	102	24	way	way	NOUN
cblr-3425	102	25	in	in	ADP
cblr-3425	102	26	a	a	DET
cblr-3425	102	27	short	short	ADJ
cblr-3425	102	28	amount	amount	NOUN
cblr-3425	102	29	of	of	ADP
cblr-3425	102	30	time	time	NOUN
cblr-3425	102	31	)	)	PUNCT
cblr-3425	102	32	;	;	PUNCT
cblr-3425	102	33	hill	hill	NOUN
cblr-3425	102	34	,	,	PUNCT
cblr-3425	102	35	supra	supra	PROPN
cblr-3425	102	36	note	note	PROPN
cblr-3425	102	37	18	18	NUM
cblr-3425	102	38	,	,	PUNCT
cblr-3425	102	39	at	at	ADP
cblr-3425	102	40	76	76	NUM
cblr-3425	102	41	(	(	PUNCT
cblr-3425	102	42	discussing	discuss	VERB
cblr-3425	102	43	how	how	SCONJ
cblr-3425	102	44	“	"	PUNCT
cblr-3425	102	45	noise	noise	NOUN
cblr-3425	102	46	”	"	PUNCT
cblr-3425	102	47	in	in	ADP
cblr-3425	102	48	contract	contract	NOUN
cblr-3425	102	49	outcomes	outcome	NOUN
cblr-3425	102	50	makes	make	VERB
cblr-3425	102	51	it	it	PRON
cblr-3425	102	52	difficult	difficult	ADJ
cblr-3425	102	53	to	to	PART
cblr-3425	102	54	determine	determine	VERB
cblr-3425	102	55	the	the	DET
cblr-3425	102	56	effects	effect	NOUN
cblr-3425	102	57	of	of	ADP
cblr-3425	102	58	terms	term	NOUN
cblr-3425	102	59	on	on	ADP
cblr-3425	102	60	outcomes	outcome	NOUN
cblr-3425	102	61	)	)	PUNCT
cblr-3425	102	62	;	;	PUNCT
cblr-3425	102	63	daniel	daniel	PROPN
cblr-3425	102	64	martin	martin	PROPN
cblr-3425	102	65	katz	katz	PROPN
cblr-3425	102	66	,	,	PUNCT
cblr-3425	102	67	quantitative	quantitative	ADJ
cblr-3425	102	68	legal	legal	ADJ
cblr-3425	102	69	prediction	prediction	NOUN
cblr-3425	102	70	—	—	PUNCT
cblr-3425	102	71	or	or	CCONJ
cblr-3425	102	72	—	—	PUNCT
cblr-3425	102	73	how	how	SCONJ
cblr-3425	102	74	i	i	PRON
cblr-3425	102	75	learned	learn	VERB
cblr-3425	102	76	to	to	PART
cblr-3425	102	77	stop	stop	VERB
cblr-3425	102	78	worrying	worry	VERB
cblr-3425	102	79	and	and	CCONJ
cblr-3425	102	80	start	start	VERB
cblr-3425	102	81	preparing	prepare	VERB
cblr-3425	102	82	for	for	ADP
cblr-3425	102	83	the	the	DET
cblr-3425	102	84	data	data	NOUN
cblr-3425	102	85	-	-	PUNCT
cblr-3425	102	86	driven	drive	VERB
cblr-3425	102	87	future	future	NOUN
cblr-3425	102	88	of	of	ADP
cblr-3425	102	89	the	the	DET
cblr-3425	102	90	legal	legal	ADJ
cblr-3425	102	91	services	service	NOUN
cblr-3425	102	92	industry	industry	NOUN
cblr-3425	102	93	,	,	PUNCT
cblr-3425	102	94	62	62	NUM
cblr-3425	102	95	emory	emory	PROPN
cblr-3425	102	96	l.j	l.j	PROPN
cblr-3425	102	97	.	.	PROPN
cblr-3425	102	98	909	909	NUM
cblr-3425	102	99	,	,	PUNCT
cblr-3425	102	100	928–29	928–29	NUM
cblr-3425	102	101	(	(	PUNCT
cblr-3425	102	102	2013	2013	NUM
cblr-3425	102	103	)	)	PUNCT
cblr-3425	102	104	(	(	PUNCT
cblr-3425	102	105	noting	note	VERB
cblr-3425	102	106	that	that	SCONJ
cblr-3425	102	107	even	even	ADV
cblr-3425	102	108	if	if	SCONJ
cblr-3425	102	109	lawyers	lawyer	NOUN
cblr-3425	102	110	had	have	VERB
cblr-3425	102	111	all	all	DET
cblr-3425	102	112	the	the	DET
cblr-3425	102	113	data	datum	NOUN
cblr-3425	102	114	they	they	PRON
cblr-3425	102	115	could	could	AUX
cblr-3425	102	116	ask	ask	VERB
cblr-3425	102	117	for	for	ADP
cblr-3425	102	118	,	,	PUNCT
cblr-3425	102	119	it	it	PRON
cblr-3425	102	120	would	would	AUX
cblr-3425	102	121	be	be	AUX
cblr-3425	102	122	impossible	impossible	ADJ
cblr-3425	102	123	for	for	SCONJ
cblr-3425	102	124	them	they	PRON
cblr-3425	102	125	to	to	PART
cblr-3425	102	126	process	process	VERB
cblr-3425	102	127	these	these	DET
cblr-3425	102	128	data	datum	NOUN
cblr-3425	102	129	using	use	VERB
cblr-3425	102	130	traditional	traditional	ADJ
cblr-3425	102	131	mental	mental	ADJ
cblr-3425	102	132	heuristic	heuristic	ADJ
cblr-3425	102	133	models	model	NOUN
cblr-3425	102	134	)	)	PUNCT
cblr-3425	102	135	.	.	PUNCT
cblr-3425	103	1	23	23	NUM
cblr-3425	103	2	see	see	VERB
cblr-3425	103	3	maisel	maisel	PROPN
cblr-3425	103	4	&	&	CCONJ
cblr-3425	103	5	cokins	cokin	NOUN
cblr-3425	103	6	,	,	PUNCT
cblr-3425	103	7	supra	supra	PROPN
cblr-3425	103	8	note	note	PROPN
cblr-3425	103	9	22	22	NUM
cblr-3425	103	10	,	,	PUNCT
cblr-3425	103	11	at	at	ADP
cblr-3425	103	12	62	62	NUM
cblr-3425	103	13	.	.	PUNCT
cblr-3425	104	1	no	no	INTJ
cblr-3425	104	2	.	.	NOUN
cblr-3425	104	3	2:621	2:621	NUM
cblr-3425	104	4	]	]	X
cblr-3425	104	5	predictive	predictive	ADJ
cblr-3425	104	6	contracting	contracting	NOUN
cblr-3425	104	7	629	629	NUM
cblr-3425	104	8	typically	typically	ADV
cblr-3425	104	9	summarization	summarization	NOUN
cblr-3425	104	10	of	of	ADP
cblr-3425	104	11	historical	historical	ADJ
cblr-3425	104	12	terms	term	NOUN
cblr-3425	104	13	rather	rather	ADV
cblr-3425	104	14	than	than	ADP
cblr-3425	104	15	prediction	prediction	NOUN
cblr-3425	104	16	of	of	ADP
cblr-3425	104	17	future	future	ADJ
cblr-3425	104	18	outcomes.24	outcomes.24	NOUN
cblr-3425	104	19	recent	recent	ADJ
cblr-3425	104	20	technological	technological	ADJ
cblr-3425	104	21	developments	development	NOUN
cblr-3425	104	22	in	in	ADP
cblr-3425	104	23	contract	contract	NOUN
cblr-3425	104	24	data	datum	NOUN
cblr-3425	104	25	collection	collection	NOUN
cblr-3425	104	26	and	and	CCONJ
cblr-3425	104	27	analysis	analysis	NOUN
cblr-3425	104	28	are	be	AUX
cblr-3425	104	29	lowering	lower	VERB
cblr-3425	104	30	the	the	DET
cblr-3425	104	31	above	above	ADJ
cblr-3425	104	32	barriers.25	barriers.25	NOUN
cblr-3425	104	33	building	building	NOUN
cblr-3425	104	34	on	on	ADP
cblr-3425	104	35	these	these	DET
cblr-3425	104	36	developments	development	NOUN
cblr-3425	104	37	,	,	PUNCT
cblr-3425	104	38	this	this	DET
cblr-3425	104	39	article	article	NOUN
cblr-3425	104	40	proposes	propose	VERB
cblr-3425	104	41	“	"	PUNCT
cblr-3425	104	42	predictive	predictive	ADJ
cblr-3425	104	43	contracting	contracting	NOUN
cblr-3425	104	44	,	,	PUNCT
cblr-3425	104	45	”	"	PUNCT
cblr-3425	104	46	a	a	DET
cblr-3425	104	47	new	new	ADJ
cblr-3425	104	48	method	method	NOUN
cblr-3425	104	49	of	of	ADP
cblr-3425	104	50	contracting	contracting	NOUN
cblr-3425	104	51	in	in	ADP
cblr-3425	104	52	which	which	PRON
cblr-3425	104	53	contract	contract	NOUN
cblr-3425	104	54	drafters	drafter	NOUN
cblr-3425	104	55	can	can	AUX
cblr-3425	104	56	design	design	VERB
cblr-3425	104	57	contracts	contract	NOUN
cblr-3425	104	58	using	use	VERB
cblr-3425	104	59	a	a	DET
cblr-3425	104	60	technology	technology	NOUN
cblr-3425	104	61	system	system	NOUN
cblr-3425	104	62	that	that	PRON
cblr-3425	104	63	helps	help	VERB
cblr-3425	104	64	predict	predict	VERB
cblr-3425	104	65	the	the	DET
cblr-3425	104	66	connections	connection	NOUN
cblr-3425	104	67	between	between	ADP
cblr-3425	104	68	contract	contract	NOUN
cblr-3425	104	69	terms	term	NOUN
cblr-3425	104	70	and	and	CCONJ
cblr-3425	104	71	outcomes	outcome	NOUN
cblr-3425	104	72	.	.	PUNCT
cblr-3425	105	1	for	for	ADP
cblr-3425	105	2	example	example	NOUN
cblr-3425	105	3	,	,	PUNCT
cblr-3425	105	4	a	a	DET
cblr-3425	105	5	predictive	predictive	ADJ
cblr-3425	105	6	contracting	contracting	NOUN
cblr-3425	105	7	system	system	NOUN
cblr-3425	105	8	with	with	ADP
cblr-3425	105	9	data	datum	NOUN
cblr-3425	105	10	on	on	ADP
cblr-3425	105	11	the	the	DET
cblr-3425	105	12	terms	term	NOUN
cblr-3425	105	13	and	and	CCONJ
cblr-3425	105	14	outcomes	outcome	NOUN
cblr-3425	105	15	of	of	ADP
cblr-3425	105	16	thousands	thousand	NOUN
cblr-3425	105	17	of	of	ADP
cblr-3425	105	18	prior	prior	ADJ
cblr-3425	105	19	procurement	procurement	NOUN
cblr-3425	105	20	contracts	contract	NOUN
cblr-3425	105	21	could	could	AUX
cblr-3425	105	22	inform	inform	VERB
cblr-3425	105	23	a	a	DET
cblr-3425	105	24	contract	contract	NOUN
cblr-3425	105	25	drafter	drafter	NOUN
cblr-3425	105	26	that	that	PRON
cblr-3425	105	27	version	version	VERB
cblr-3425	105	28	a	a	PRON
cblr-3425	105	29	of	of	ADP
cblr-3425	105	30	a	a	DET
cblr-3425	105	31	delivery	delivery	NOUN
cblr-3425	105	32	term	term	NOUN
cblr-3425	105	33	is	be	AUX
cblr-3425	105	34	ten	ten	NUM
cblr-3425	105	35	percent	percent	NOUN
cblr-3425	105	36	more	more	ADV
cblr-3425	105	37	likely	likely	ADJ
cblr-3425	105	38	to	to	PART
cblr-3425	105	39	result	result	VERB
cblr-3425	105	40	in	in	ADP
cblr-3425	105	41	late	late	ADJ
cblr-3425	105	42	performance	performance	NOUN
cblr-3425	105	43	by	by	ADP
cblr-3425	105	44	a	a	DET
cblr-3425	105	45	particular	particular	ADJ
cblr-3425	105	46	type	type	NOUN
cblr-3425	105	47	of	of	ADP
cblr-3425	105	48	counterparty	counterparty	NOUN
cblr-3425	105	49	than	than	ADP
cblr-3425	105	50	version	version	PROPN
cblr-3425	105	51	b.	b.	PROPN
cblr-3425	105	52	predictive	predictive	ADJ
cblr-3425	105	53	contracting	contracting	NOUN
cblr-3425	105	54	will	will	AUX
cblr-3425	105	55	be	be	AUX
cblr-3425	105	56	powered	power	VERB
cblr-3425	105	57	by	by	ADP
cblr-3425	105	58	machine	machine	NOUN
cblr-3425	105	59	learning26	learning26	NOUN
cblr-3425	105	60	and	and	CCONJ
cblr-3425	105	61	draw	draw	VERB
cblr-3425	105	62	on	on	ADP
cblr-3425	105	63	contract	contract	NOUN
cblr-3425	105	64	data	datum	NOUN
cblr-3425	105	65	obtained	obtain	VERB
cblr-3425	105	66	from	from	ADP
cblr-3425	105	67	integrated	integrate	VERB
cblr-3425	105	68	contract	contract	NOUN
cblr-3425	105	69	management	management	NOUN
cblr-3425	105	70	systems,27	systems,27	VERB
cblr-3425	105	71	natural	natural	ADJ
cblr-3425	105	72	language	language	NOUN
cblr-3425	105	73	processing,28	processing,28	NOUN
cblr-3425	105	74	and	and	CCONJ
cblr-3425	105	75	computable	computable	ADJ
cblr-3425	105	76	contracts.29	contracts.29	NOUN
cblr-3425	105	77	initially	initially	ADV
cblr-3425	105	78	,	,	PUNCT
cblr-3425	105	79	predictive	predictive	ADJ
cblr-3425	105	80	contracting	contracting	NOUN
cblr-3425	105	81	will	will	AUX
cblr-3425	105	82	be	be	AUX
cblr-3425	105	83	applied	apply	VERB
cblr-3425	105	84	to	to	ADP
cblr-3425	105	85	relatively	relatively	ADV
cblr-3425	105	86	simple	simple	ADJ
cblr-3425	105	87	,	,	PUNCT
cblr-3425	105	88	high	high	ADJ
cblr-3425	105	89	volume	volume	NOUN
cblr-3425	105	90	contracts	contract	NOUN
cblr-3425	105	91	,	,	PUNCT
cblr-3425	105	92	such	such	ADJ
cblr-3425	105	93	as	as	ADP
cblr-3425	105	94	sales	sale	NOUN
cblr-3425	105	95	and	and	CCONJ
cblr-3425	105	96	nondisclosure	nondisclosure	NOUN
cblr-3425	105	97	agreements	agreement	NOUN
cblr-3425	105	98	.	.	PUNCT
cblr-3425	106	1	as	as	SCONJ
cblr-3425	106	2	predictive	predictive	ADJ
cblr-3425	106	3	contracting	contracting	NOUN
cblr-3425	106	4	systems	system	NOUN
cblr-3425	106	5	improve	improve	VERB
cblr-3425	106	6	over	over	ADP
cblr-3425	106	7	time	time	NOUN
cblr-3425	106	8	,	,	PUNCT
cblr-3425	106	9	they	they	PRON
cblr-3425	106	10	can	can	AUX
cblr-3425	106	11	begin	begin	VERB
cblr-3425	106	12	to	to	PART
cblr-3425	106	13	be	be	AUX
cblr-3425	106	14	applied	apply	VERB
cblr-3425	106	15	to	to	ADP
cblr-3425	106	16	more	more	ADV
cblr-3425	106	17	complex	complex	ADJ
cblr-3425	106	18	contracts	contract	NOUN
cblr-3425	106	19	,	,	PUNCT
cblr-3425	106	20	such	such	ADJ
cblr-3425	106	21	as	as	ADP
cblr-3425	106	22	financing	financing	NOUN
cblr-3425	106	23	and	and	CCONJ
cblr-3425	106	24	acquisition	acquisition	NOUN
cblr-3425	106	25	agreements	agreement	NOUN
cblr-3425	106	26	.	.	PUNCT
cblr-3425	107	1	unlike	unlike	ADP
cblr-3425	107	2	previous	previous	ADJ
cblr-3425	107	3	24	24	NUM
cblr-3425	107	4	i	i	PROPN
cblr-3425	107	5	d.	d.	PROPN
cblr-3425	107	6	at	at	ADP
cblr-3425	107	7	5	5	NUM
cblr-3425	107	8	.	.	NUM
cblr-3425	107	9	25	25	NUM
cblr-3425	107	10	in	in	ADP
cblr-3425	107	11	the	the	DET
cblr-3425	107	12	words	word	NOUN
cblr-3425	107	13	of	of	ADP
cblr-3425	107	14	oliver	oliver	PROPN
cblr-3425	107	15	williamson	williamson	PROPN
cblr-3425	107	16	,	,	PUNCT
cblr-3425	107	17	“	"	PUNCT
cblr-3425	107	18	[	[	X
cblr-3425	107	19	b]ut	b]ut	NOUN
cblr-3425	107	20	for	for	ADP
cblr-3425	107	21	the	the	DET
cblr-3425	107	22	limited	limited	ADJ
cblr-3425	107	23	ability	ability	NOUN
cblr-3425	107	24	of	of	ADP
cblr-3425	107	25	human	human	ADJ
cblr-3425	107	26	agents	agent	NOUN
cblr-3425	107	27	to	to	PART
cblr-3425	107	28	receive	receive	VERB
cblr-3425	107	29	,	,	PUNCT
cblr-3425	107	30	store	store	NOUN
cblr-3425	107	31	,	,	PUNCT
cblr-3425	107	32	retrieve	retrieve	NOUN
cblr-3425	107	33	and	and	CCONJ
cblr-3425	107	34	process	process	NOUN
cblr-3425	107	35	data	datum	NOUN
cblr-3425	107	36	,	,	PUNCT
cblr-3425	107	37	interesting	interesting	ADJ
cblr-3425	107	38	economic	economic	ADJ
cblr-3425	107	39	problems	problem	NOUN
cblr-3425	107	40	vanish	vanish	VERB
cblr-3425	107	41	.	.	PUNCT
cblr-3425	107	42	”	"	PUNCT
cblr-3425	108	1	oliver	oliver	PROPN
cblr-3425	108	2	e.	e.	PROPN
cblr-3425	108	3	williamson	williamson	PROPN
cblr-3425	108	4	,	,	PUNCT
cblr-3425	108	5	transaction	transaction	NOUN
cblr-3425	108	6	-	-	PUNCT
cblr-3425	108	7	cost	cost	NOUN
cblr-3425	108	8	economics	economic	NOUN
cblr-3425	108	9	:	:	PUNCT
cblr-3425	108	10	the	the	DET
cblr-3425	108	11	governance	governance	NOUN
cblr-3425	108	12	of	of	ADP
cblr-3425	108	13	contractual	contractual	ADJ
cblr-3425	108	14	relations	relation	NOUN
cblr-3425	108	15	,	,	PUNCT
cblr-3425	108	16	22	22	NUM
cblr-3425	108	17	j.l	j.l	PROPN
cblr-3425	108	18	.	.	PROPN
cblr-3425	108	19	&	&	CCONJ
cblr-3425	108	20	econ	econ	PROPN
cblr-3425	108	21	.	.	PUNCT
cblr-3425	109	1	233	233	NUM
cblr-3425	109	2	,	,	PUNCT
cblr-3425	109	3	234	234	NUM
cblr-3425	109	4	n.5	n.5	PRON
cblr-3425	109	5	(	(	PUNCT
cblr-3425	109	6	1979	1979	NUM
cblr-3425	109	7	)	)	PUNCT
cblr-3425	109	8	.	.	PUNCT
cblr-3425	110	1	26	26	NUM
cblr-3425	110	2	machine	machine	NOUN
cblr-3425	110	3	learning	learning	NOUN
cblr-3425	110	4	is	be	AUX
cblr-3425	110	5	a	a	DET
cblr-3425	110	6	category	category	NOUN
cblr-3425	110	7	of	of	ADP
cblr-3425	110	8	artificial	artificial	ADJ
cblr-3425	110	9	intelligence	intelligence	NOUN
cblr-3425	110	10	research	research	NOUN
cblr-3425	110	11	that	that	PRON
cblr-3425	110	12	focuses	focus	VERB
cblr-3425	110	13	on	on	ADP
cblr-3425	110	14	building	build	VERB
cblr-3425	110	15	mathematical	mathematical	ADJ
cblr-3425	110	16	computer	computer	NOUN
cblr-3425	110	17	models	model	NOUN
cblr-3425	110	18	that	that	PRON
cblr-3425	110	19	learn	learn	VERB
cblr-3425	110	20	from	from	ADP
cblr-3425	110	21	data	datum	NOUN
cblr-3425	110	22	to	to	PART
cblr-3425	110	23	improve	improve	VERB
cblr-3425	110	24	over	over	ADP
cblr-3425	110	25	time	time	NOUN
cblr-3425	110	26	.	.	PUNCT
cblr-3425	111	1	see	see	VERB
cblr-3425	111	2	infra	infra	NOUN
cblr-3425	111	3	section	section	NOUN
cblr-3425	111	4	ii.a	ii.a	PROPN
cblr-3425	111	5	.	.	PUNCT
cblr-3425	112	1	27	27	NUM
cblr-3425	112	2	contract	contract	NOUN
cblr-3425	112	3	management	management	NOUN
cblr-3425	112	4	refers	refer	VERB
cblr-3425	112	5	to	to	ADP
cblr-3425	112	6	a	a	DET
cblr-3425	112	7	broad	broad	ADJ
cblr-3425	112	8	category	category	NOUN
cblr-3425	112	9	of	of	ADP
cblr-3425	112	10	workflow	workflow	NOUN
cblr-3425	112	11	processes	process	NOUN
cblr-3425	112	12	and	and	CCONJ
cblr-3425	112	13	technology	technology	NOUN
cblr-3425	112	14	systems	system	NOUN
cblr-3425	112	15	that	that	PRON
cblr-3425	112	16	allow	allow	VERB
cblr-3425	112	17	companies	company	NOUN
cblr-3425	112	18	to	to	PART
cblr-3425	112	19	track	track	VERB
cblr-3425	112	20	and	and	CCONJ
cblr-3425	112	21	manage	manage	VERB
cblr-3425	112	22	their	their	PRON
cblr-3425	112	23	contracts	contract	NOUN
cblr-3425	112	24	from	from	ADP
cblr-3425	112	25	beginning	begin	VERB
cblr-3425	112	26	to	to	ADP
cblr-3425	112	27	end	end	NOUN
cblr-3425	112	28	.	.	PUNCT
cblr-3425	113	1	see	see	VERB
cblr-3425	113	2	infra	infra	NOUN
cblr-3425	113	3	section	section	NOUN
cblr-3425	113	4	ii.c.1	ii.c.1	NOUN
cblr-3425	113	5	.	.	PUNCT
cblr-3425	114	1	28	28	NUM
cblr-3425	114	2	natural	natural	ADJ
cblr-3425	114	3	language	language	NOUN
cblr-3425	114	4	processing	processing	NOUN
cblr-3425	114	5	is	be	AUX
cblr-3425	114	6	a	a	DET
cblr-3425	114	7	category	category	NOUN
cblr-3425	114	8	of	of	ADP
cblr-3425	114	9	machine	machine	NOUN
cblr-3425	114	10	learning	learn	VERB
cblr-3425	114	11	research	research	NOUN
cblr-3425	114	12	focused	focus	VERB
cblr-3425	114	13	on	on	ADP
cblr-3425	114	14	enabling	enable	VERB
cblr-3425	114	15	computers	computer	NOUN
cblr-3425	114	16	to	to	PART
cblr-3425	114	17	understand	understand	VERB
cblr-3425	114	18	natural	natural	ADJ
cblr-3425	114	19	language	language	NOUN
cblr-3425	114	20	communication	communication	NOUN
cblr-3425	114	21	,	,	PUNCT
cblr-3425	114	22	such	such	ADJ
cblr-3425	114	23	as	as	ADP
cblr-3425	114	24	documents	document	NOUN
cblr-3425	114	25	written	write	VERB
cblr-3425	114	26	in	in	ADP
cblr-3425	114	27	english	english	PROPN
cblr-3425	114	28	.	.	PUNCT
cblr-3425	115	1	see	see	VERB
cblr-3425	115	2	infra	infra	NOUN
cblr-3425	115	3	section	section	NOUN
cblr-3425	115	4	ii.c.2	ii.c.2	PROPN
cblr-3425	115	5	.	.	PUNCT
cblr-3425	116	1	29	29	NUM
cblr-3425	117	1	a	a	DET
cblr-3425	117	2	contract	contract	NOUN
cblr-3425	117	3	is	be	AUX
cblr-3425	117	4	computable	computable	ADJ
cblr-3425	117	5	if	if	SCONJ
cblr-3425	117	6	it	it	PRON
cblr-3425	117	7	is	be	AUX
cblr-3425	117	8	both	both	PRON
cblr-3425	117	9	machine	machine	NOUN
cblr-3425	117	10	-	-	PUNCT
cblr-3425	117	11	readable	readable	ADJ
cblr-3425	117	12	and	and	CCONJ
cblr-3425	117	13	machineexecutable	machineexecutable	ADJ
cblr-3425	117	14	.	.	PUNCT
cblr-3425	118	1	see	see	VERB
cblr-3425	118	2	infra	infra	NOUN
cblr-3425	118	3	section	section	NOUN
cblr-3425	118	4	ii.c.3	ii.c.3	NOUN
cblr-3425	118	5	.	.	PUNCT
cblr-3425	119	1	630	630	NUM
cblr-3425	119	2	columbia	columbia	PROPN
cblr-3425	119	3	business	business	NOUN
cblr-3425	119	4	law	law	PROPN
cblr-3425	119	5	review	review	NOUN
cblr-3425	120	1	[	[	X
cblr-3425	120	2	vol	vol	NOUN
cblr-3425	120	3	.	.	NOUN
cblr-3425	120	4	2019	2019	NUM
cblr-3425	120	5	contract	contract	NOUN
cblr-3425	120	6	automation	automation	NOUN
cblr-3425	120	7	mechanisms	mechanism	NOUN
cblr-3425	120	8	,	,	PUNCT
cblr-3425	120	9	such	such	ADJ
cblr-3425	120	10	as	as	ADP
cblr-3425	120	11	legalzoom	legalzoom	NOUN
cblr-3425	120	12	,	,	PUNCT
cblr-3425	120	13	that	that	PRON
cblr-3425	120	14	have	have	AUX
cblr-3425	120	15	primarily	primarily	ADV
cblr-3425	120	16	focused	focus	VERB
cblr-3425	120	17	on	on	ADP
cblr-3425	120	18	making	make	VERB
cblr-3425	120	19	contracts	contract	NOUN
cblr-3425	120	20	cheaper	cheap	ADJ
cblr-3425	120	21	and	and	CCONJ
cblr-3425	120	22	faster	fast	ADV
cblr-3425	120	23	to	to	PART
cblr-3425	120	24	draft,30	draft,30	VERB
cblr-3425	120	25	predictive	predictive	ADJ
cblr-3425	120	26	contracting	contracting	NOUN
cblr-3425	120	27	aims	aim	NOUN
cblr-3425	120	28	to	to	PART
cblr-3425	120	29	substantively	substantively	ADV
cblr-3425	120	30	improve	improve	VERB
cblr-3425	120	31	contract	contract	NOUN
cblr-3425	120	32	design	design	NOUN
cblr-3425	120	33	by	by	ADP
cblr-3425	120	34	statistically	statistically	ADV
cblr-3425	120	35	connecting	connect	VERB
cblr-3425	120	36	terms	term	NOUN
cblr-3425	120	37	to	to	ADP
cblr-3425	120	38	outcomes	outcome	NOUN
cblr-3425	120	39	.	.	PUNCT
cblr-3425	121	1	this	this	DET
cblr-3425	121	2	article	article	NOUN
cblr-3425	121	3	makes	make	VERB
cblr-3425	121	4	both	both	CCONJ
cblr-3425	121	5	theoretical	theoretical	ADJ
cblr-3425	121	6	and	and	CCONJ
cblr-3425	121	7	practical	practical	ADJ
cblr-3425	121	8	contributions	contribution	NOUN
cblr-3425	121	9	to	to	ADP
cblr-3425	121	10	the	the	DET
cblr-3425	121	11	contracts	contract	NOUN
cblr-3425	121	12	literature	literature	NOUN
cblr-3425	121	13	.	.	PUNCT
cblr-3425	122	1	on	on	ADP
cblr-3425	122	2	a	a	DET
cblr-3425	122	3	theoretical	theoretical	ADJ
cblr-3425	122	4	level	level	NOUN
cblr-3425	122	5	,	,	PUNCT
cblr-3425	122	6	predictive	predictive	ADJ
cblr-3425	122	7	contracting	contracting	NOUN
cblr-3425	122	8	can	can	AUX
cblr-3425	122	9	lead	lead	VERB
cblr-3425	122	10	to	to	ADP
cblr-3425	122	11	greater	great	ADJ
cblr-3425	122	12	customization	customization	NOUN
cblr-3425	122	13	,	,	PUNCT
cblr-3425	122	14	increased	increase	VERB
cblr-3425	122	15	innovation	innovation	NOUN
cblr-3425	122	16	,	,	PUNCT
cblr-3425	122	17	more	more	ADV
cblr-3425	122	18	complete	complete	ADJ
cblr-3425	122	19	contract	contract	NOUN
cblr-3425	122	20	design	design	NOUN
cblr-3425	122	21	,	,	PUNCT
cblr-3425	122	22	more	more	ADV
cblr-3425	122	23	effective	effective	ADJ
cblr-3425	122	24	balancing	balancing	NOUN
cblr-3425	122	25	of	of	ADP
cblr-3425	122	26	front	front	ADJ
cblr-3425	122	27	-	-	PUNCT
cblr-3425	122	28	end	end	NOUN
cblr-3425	122	29	and	and	CCONJ
cblr-3425	122	30	back	back	ADJ
cblr-3425	122	31	-	-	PUNCT
cblr-3425	122	32	end	end	NOUN
cblr-3425	122	33	costs	cost	NOUN
cblr-3425	122	34	,	,	PUNCT
cblr-3425	122	35	better	well	ADJ
cblr-3425	122	36	risk	risk	NOUN
cblr-3425	122	37	assessment	assessment	NOUN
cblr-3425	122	38	and	and	CCONJ
cblr-3425	122	39	allocation	allocation	NOUN
cblr-3425	122	40	,	,	PUNCT
cblr-3425	122	41	and	and	CCONJ
cblr-3425	122	42	more	more	ADV
cblr-3425	122	43	accurate	accurate	ADJ
cblr-3425	122	44	term	term	NOUN
cblr-3425	122	45	pricing	pricing	NOUN
cblr-3425	122	46	for	for	ADP
cblr-3425	122	47	negotiation	negotiation	NOUN
cblr-3425	122	48	.	.	PUNCT
cblr-3425	123	1	on	on	ADP
cblr-3425	123	2	a	a	DET
cblr-3425	123	3	practical	practical	ADJ
cblr-3425	123	4	level	level	NOUN
cblr-3425	123	5	,	,	PUNCT
cblr-3425	123	6	predictive	predictive	ADJ
cblr-3425	123	7	contracting	contracting	NOUN
cblr-3425	123	8	has	have	VERB
cblr-3425	123	9	the	the	DET
cblr-3425	123	10	potential	potential	NOUN
cblr-3425	123	11	to	to	PART
cblr-3425	123	12	significantly	significantly	ADV
cblr-3425	123	13	alter	alter	VERB
cblr-3425	123	14	the	the	DET
cblr-3425	123	15	role	role	NOUN
cblr-3425	123	16	of	of	ADP
cblr-3425	123	17	transactional	transactional	ADJ
cblr-3425	123	18	lawyers	lawyer	NOUN
cblr-3425	123	19	by	by	ADP
cblr-3425	123	20	providing	provide	VERB
cblr-3425	123	21	them	they	PRON
cblr-3425	123	22	with	with	ADP
cblr-3425	123	23	access	access	NOUN
cblr-3425	123	24	to	to	ADP
cblr-3425	123	25	previously	previously	ADV
cblr-3425	123	26	unavailable	unavailable	ADJ
cblr-3425	123	27	information	information	NOUN
cblr-3425	123	28	on	on	ADP
cblr-3425	123	29	the	the	DET
cblr-3425	123	30	statistical	statistical	ADJ
cblr-3425	123	31	connections	connection	NOUN
cblr-3425	123	32	between	between	ADP
cblr-3425	123	33	contract	contract	NOUN
cblr-3425	123	34	terms	term	NOUN
cblr-3425	123	35	and	and	CCONJ
cblr-3425	123	36	outcomes	outcome	NOUN
cblr-3425	123	37	.	.	PUNCT
cblr-3425	124	1	in	in	ADP
cblr-3425	124	2	addition	addition	NOUN
cblr-3425	124	3	to	to	ADP
cblr-3425	124	4	these	these	DET
cblr-3425	124	5	theoretical	theoretical	ADJ
cblr-3425	124	6	and	and	CCONJ
cblr-3425	124	7	practical	practical	ADJ
cblr-3425	124	8	contributions	contribution	NOUN
cblr-3425	124	9	,	,	PUNCT
cblr-3425	124	10	the	the	DET
cblr-3425	124	11	article	article	NOUN
cblr-3425	124	12	also	also	ADV
cblr-3425	124	13	anticipates	anticipate	VERB
cblr-3425	124	14	and	and	CCONJ
cblr-3425	124	15	addresses	address	VERB
cblr-3425	124	16	limitations	limitation	NOUN
cblr-3425	124	17	and	and	CCONJ
cblr-3425	124	18	risks	risk	NOUN
cblr-3425	124	19	of	of	ADP
cblr-3425	124	20	predictive	predictive	ADJ
cblr-3425	124	21	contracting	contracting	NOUN
cblr-3425	124	22	,	,	PUNCT
cblr-3425	124	23	including	include	VERB
cblr-3425	124	24	technical	technical	ADJ
cblr-3425	124	25	constraints	constraint	NOUN
cblr-3425	124	26	,	,	PUNCT
cblr-3425	124	27	concerns	concern	NOUN
cblr-3425	124	28	regarding	regard	VERB
cblr-3425	124	29	data	data	NOUN
cblr-3425	124	30	privacy	privacy	NOUN
cblr-3425	124	31	and	and	CCONJ
cblr-3425	124	32	confidentiality	confidentiality	NOUN
cblr-3425	124	33	,	,	PUNCT
cblr-3425	124	34	the	the	DET
cblr-3425	124	35	regulation	regulation	NOUN
cblr-3425	124	36	of	of	ADP
cblr-3425	124	37	the	the	DET
cblr-3425	124	38	unauthorized	unauthorized	ADJ
cblr-3425	124	39	practice	practice	NOUN
cblr-3425	124	40	of	of	ADP
cblr-3425	124	41	law	law	NOUN
cblr-3425	124	42	,	,	PUNCT
cblr-3425	124	43	and	and	CCONJ
cblr-3425	124	44	the	the	DET
cblr-3425	124	45	potential	potential	NOUN
cblr-3425	124	46	for	for	ADP
cblr-3425	124	47	exacerbating	exacerbate	VERB
cblr-3425	124	48	information	information	NOUN
cblr-3425	124	49	inequality	inequality	NOUN
cblr-3425	124	50	.	.	PUNCT
cblr-3425	125	1	the	the	DET
cblr-3425	125	2	remainder	remainder	NOUN
cblr-3425	125	3	of	of	ADP
cblr-3425	125	4	this	this	DET
cblr-3425	125	5	article	article	NOUN
cblr-3425	125	6	proceeds	proceed	VERB
cblr-3425	125	7	as	as	SCONJ
cblr-3425	125	8	follows	follow	VERB
cblr-3425	125	9	.	.	PUNCT
cblr-3425	126	1	part	part	NOUN
cblr-3425	126	2	ii	ii	PROPN
cblr-3425	126	3	introduces	introduce	VERB
cblr-3425	126	4	predictive	predictive	ADJ
cblr-3425	126	5	contracting	contracting	NOUN
cblr-3425	126	6	,	,	PUNCT
cblr-3425	126	7	discusses	discuss	VERB
cblr-3425	126	8	and	and	CCONJ
cblr-3425	126	9	provides	provide	VERB
cblr-3425	126	10	examples	example	NOUN
cblr-3425	126	11	of	of	ADP
cblr-3425	126	12	the	the	DET
cblr-3425	126	13	underlying	underlying	ADJ
cblr-3425	126	14	technologies	technology	NOUN
cblr-3425	126	15	,	,	PUNCT
cblr-3425	126	16	and	and	CCONJ
cblr-3425	126	17	distinguishes	distinguish	VERB
cblr-3425	126	18	predictive	predictive	ADJ
cblr-3425	126	19	contracting	contracting	NOUN
cblr-3425	126	20	from	from	ADP
cblr-3425	126	21	prior	prior	ADJ
cblr-3425	126	22	versions	version	NOUN
cblr-3425	126	23	of	of	ADP
cblr-3425	126	24	contract	contract	NOUN
cblr-3425	126	25	automation	automation	NOUN
cblr-3425	126	26	.	.	PUNCT
cblr-3425	127	1	part	part	NOUN
cblr-3425	127	2	iii	iii	PROPN
cblr-3425	127	3	discusses	discuss	VERB
cblr-3425	127	4	the	the	DET
cblr-3425	127	5	theoretical	theoretical	ADJ
cblr-3425	127	6	and	and	CCONJ
cblr-3425	127	7	practical	practical	ADJ
cblr-3425	127	8	implications	implication	NOUN
cblr-3425	127	9	of	of	ADP
cblr-3425	127	10	predictive	predictive	ADJ
cblr-3425	127	11	contracting	contracting	NOUN
cblr-3425	127	12	and	and	CCONJ
cblr-3425	127	13	addresses	address	NOUN
cblr-3425	127	14	limitations	limitation	NOUN
cblr-3425	127	15	and	and	CCONJ
cblr-3425	127	16	risks	risk	NOUN
cblr-3425	127	17	.	.	PUNCT
cblr-3425	128	1	the	the	DET
cblr-3425	128	2	article	article	NOUN
cblr-3425	128	3	ends	end	VERB
cblr-3425	128	4	with	with	ADP
cblr-3425	128	5	a	a	DET
cblr-3425	128	6	short	short	ADJ
cblr-3425	128	7	conclusion	conclusion	NOUN
cblr-3425	128	8	that	that	PRON
cblr-3425	128	9	discusses	discuss	VERB
cblr-3425	128	10	opportunities	opportunity	NOUN
cblr-3425	128	11	for	for	ADP
cblr-3425	128	12	further	further	ADJ
cblr-3425	128	13	research	research	NOUN
cblr-3425	128	14	.	.	PUNCT
cblr-3425	129	1	30	30	NUM
cblr-3425	129	2	see	see	VERB
cblr-3425	129	3	gulati	gulati	PROPN
cblr-3425	129	4	&	&	CCONJ
cblr-3425	129	5	scott	scott	PROPN
cblr-3425	129	6	,	,	PUNCT
cblr-3425	129	7	supra	supra	PROPN
cblr-3425	129	8	note	note	PROPN
cblr-3425	129	9	18	18	NUM
cblr-3425	129	10	,	,	PUNCT
cblr-3425	129	11	at	at	ADP
cblr-3425	129	12	6	6	NUM
cblr-3425	129	13	(	(	PUNCT
cblr-3425	129	14	citing	cite	VERB
cblr-3425	129	15	an	an	DET
cblr-3425	129	16	interview	interview	NOUN
cblr-3425	129	17	with	with	ADP
cblr-3425	129	18	a	a	DET
cblr-3425	129	19	transactional	transactional	ADJ
cblr-3425	129	20	lawyer	lawyer	NOUN
cblr-3425	129	21	in	in	ADP
cblr-3425	129	22	which	which	PRON
cblr-3425	129	23	the	the	DET
cblr-3425	129	24	lawyer	lawyer	NOUN
cblr-3425	129	25	describes	describe	VERB
cblr-3425	129	26	how	how	SCONJ
cblr-3425	129	27	contract	contract	NOUN
cblr-3425	129	28	automation	automation	NOUN
cblr-3425	129	29	technology	technology	NOUN
cblr-3425	129	30	allows	allow	VERB
cblr-3425	129	31	an	an	DET
cblr-3425	129	32	associate	associate	NOUN
cblr-3425	129	33	to	to	PART
cblr-3425	129	34	draft	draft	VERB
cblr-3425	129	35	a	a	DET
cblr-3425	129	36	sovereign	sovereign	ADJ
cblr-3425	129	37	bond	bond	NOUN
cblr-3425	129	38	contract	contract	NOUN
cblr-3425	129	39	in	in	ADP
cblr-3425	129	40	only	only	ADV
cblr-3425	129	41	three	three	NUM
cblr-3425	129	42	and	and	CCONJ
cblr-3425	129	43	a	a	DET
cblr-3425	129	44	half	half	NOUN
cblr-3425	129	45	minutes	minute	NOUN
cblr-3425	129	46	)	)	PUNCT
cblr-3425	129	47	;	;	PUNCT
cblr-3425	129	48	triantis	triantis	PROPN
cblr-3425	129	49	,	,	PUNCT
cblr-3425	129	50	supra	supra	PROPN
cblr-3425	129	51	note	note	PROPN
cblr-3425	129	52	21	21	NUM
cblr-3425	129	53	,	,	PUNCT
cblr-3425	129	54	at	at	ADP
cblr-3425	129	55	179	179	NUM
cblr-3425	129	56	(	(	PUNCT
cblr-3425	129	57	discussing	discuss	VERB
cblr-3425	129	58	how	how	SCONJ
cblr-3425	129	59	contract	contract	NOUN
cblr-3425	129	60	automation	automation	NOUN
cblr-3425	129	61	has	have	AUX
cblr-3425	129	62	focused	focus	VERB
cblr-3425	129	63	on	on	ADP
cblr-3425	129	64	commoditizing	commoditize	VERB
cblr-3425	129	65	transactional	transactional	ADJ
cblr-3425	129	66	legal	legal	ADJ
cblr-3425	129	67	work	work	NOUN
cblr-3425	129	68	with	with	ADP
cblr-3425	129	69	the	the	DET
cblr-3425	129	70	goal	goal	NOUN
cblr-3425	129	71	of	of	ADP
cblr-3425	129	72	cutting	cut	VERB
cblr-3425	129	73	costs	cost	NOUN
cblr-3425	129	74	rather	rather	ADV
cblr-3425	129	75	than	than	ADP
cblr-3425	129	76	improving	improve	VERB
cblr-3425	129	77	contract	contract	NOUN
cblr-3425	129	78	quality	quality	NOUN
cblr-3425	129	79	)	)	PUNCT
cblr-3425	129	80	.	.	PUNCT
cblr-3425	130	1	no	no	INTJ
cblr-3425	130	2	.	.	NOUN
cblr-3425	130	3	2:621	2:621	NUM
cblr-3425	130	4	]	]	X
cblr-3425	130	5	predictive	predictive	ADJ
cblr-3425	130	6	contracting	contract	VERB
cblr-3425	130	7	631	631	NUM
cblr-3425	130	8	ii	ii	NOUN
cblr-3425	130	9	.	.	PUNCT
cblr-3425	131	1	predictive	predictive	ADJ
cblr-3425	131	2	contracting	contracting	NOUN
cblr-3425	131	3	this	this	DET
cblr-3425	131	4	part	part	NOUN
cblr-3425	131	5	introduces	introduce	VERB
cblr-3425	131	6	predictive	predictive	ADJ
cblr-3425	131	7	contracting	contracting	NOUN
cblr-3425	131	8	,	,	PUNCT
cblr-3425	131	9	discusses	discuss	VERB
cblr-3425	131	10	and	and	CCONJ
cblr-3425	131	11	provides	provide	VERB
cblr-3425	131	12	examples	example	NOUN
cblr-3425	131	13	of	of	ADP
cblr-3425	131	14	the	the	DET
cblr-3425	131	15	underlying	underlying	ADJ
cblr-3425	131	16	technologies	technology	NOUN
cblr-3425	131	17	,	,	PUNCT
cblr-3425	131	18	and	and	CCONJ
cblr-3425	131	19	distinguishes	distinguish	VERB
cblr-3425	131	20	predictive	predictive	ADJ
cblr-3425	131	21	contracting	contracting	NOUN
cblr-3425	131	22	from	from	ADP
cblr-3425	131	23	previous	previous	ADJ
cblr-3425	131	24	versions	version	NOUN
cblr-3425	131	25	of	of	ADP
cblr-3425	131	26	contract	contract	NOUN
cblr-3425	131	27	automation	automation	NOUN
cblr-3425	131	28	.	.	PUNCT
cblr-3425	132	1	predictive	predictive	ADJ
cblr-3425	132	2	contracting	contracting	NOUN
cblr-3425	132	3	is	be	AUX
cblr-3425	132	4	a	a	DET
cblr-3425	132	5	new	new	ADJ
cblr-3425	132	6	method	method	NOUN
cblr-3425	132	7	of	of	ADP
cblr-3425	132	8	contracting	contracting	NOUN
cblr-3425	132	9	in	in	ADP
cblr-3425	132	10	which	which	PRON
cblr-3425	132	11	contract	contract	NOUN
cblr-3425	132	12	drafters	drafter	NOUN
cblr-3425	132	13	can	can	AUX
cblr-3425	132	14	design	design	VERB
cblr-3425	132	15	contracts	contract	NOUN
cblr-3425	132	16	using	use	VERB
cblr-3425	132	17	a	a	DET
cblr-3425	132	18	technology	technology	NOUN
cblr-3425	132	19	system	system	NOUN
cblr-3425	132	20	that	that	PRON
cblr-3425	132	21	helps	help	VERB
cblr-3425	132	22	predict	predict	VERB
cblr-3425	132	23	the	the	DET
cblr-3425	132	24	connections	connection	NOUN
cblr-3425	132	25	between	between	ADP
cblr-3425	132	26	contract	contract	NOUN
cblr-3425	132	27	terms	term	NOUN
cblr-3425	132	28	and	and	CCONJ
cblr-3425	132	29	outcomes	outcome	NOUN
cblr-3425	132	30	given	give	VERB
cblr-3425	132	31	a	a	DET
cblr-3425	132	32	set	set	NOUN
cblr-3425	132	33	of	of	ADP
cblr-3425	132	34	exogenous	exogenous	ADJ
cblr-3425	132	35	conditions	condition	NOUN
cblr-3425	132	36	.	.	PUNCT
cblr-3425	133	1	figure	figure	VERB
cblr-3425	133	2	1	1	NUM
cblr-3425	133	3	depicts	depict	VERB
cblr-3425	133	4	predictive	predictive	ADJ
cblr-3425	133	5	contracting	contracting	NOUN
cblr-3425	133	6	.	.	PUNCT
cblr-3425	134	1	figure	figure	NOUN
cblr-3425	134	2	1	1	NUM
cblr-3425	134	3	:	:	PUNCT
cblr-3425	134	4	predictive	predictive	ADJ
cblr-3425	134	5	contracting31	contracting31	NOUN
cblr-3425	134	6	31	31	NUM
cblr-3425	134	7	the	the	DET
cblr-3425	134	8	total	total	ADJ
cblr-3425	134	9	number	number	NOUN
cblr-3425	134	10	of	of	ADP
cblr-3425	134	11	variables	variable	NOUN
cblr-3425	134	12	for	for	ADP
cblr-3425	134	13	terms	term	NOUN
cblr-3425	134	14	,	,	PUNCT
cblr-3425	134	15	conditions	condition	NOUN
cblr-3425	134	16	and	and	CCONJ
cblr-3425	134	17	outcomes	outcome	NOUN
cblr-3425	134	18	(	(	PUNCT
cblr-3425	134	19	represented	represent	VERB
cblr-3425	134	20	by	by	ADP
cblr-3425	134	21	the	the	DET
cblr-3425	134	22	subscripts	subscript	NOUN
cblr-3425	134	23	x	x	NOUN
cblr-3425	134	24	,	,	PUNCT
cblr-3425	134	25	y	y	PROPN
cblr-3425	134	26	,	,	PUNCT
cblr-3425	134	27	and	and	CCONJ
cblr-3425	134	28	z	z	X
cblr-3425	134	29	)	)	PUNCT
cblr-3425	134	30	do	do	AUX
cblr-3425	134	31	not	not	PART
cblr-3425	134	32	need	need	VERB
cblr-3425	134	33	to	to	PART
cblr-3425	134	34	be	be	AUX
cblr-3425	134	35	equal	equal	ADJ
cblr-3425	134	36	.	.	PUNCT
cblr-3425	135	1	for	for	ADP
cblr-3425	135	2	example	example	NOUN
cblr-3425	135	3	,	,	PUNCT
cblr-3425	135	4	a	a	DET
cblr-3425	135	5	predictive	predictive	ADJ
cblr-3425	135	6	contracting	contracting	NOUN
cblr-3425	135	7	scenario	scenario	NOUN
cblr-3425	135	8	could	could	AUX
cblr-3425	135	9	contain	contain	VERB
cblr-3425	135	10	three	three	NUM
cblr-3425	135	11	terms	term	NOUN
cblr-3425	135	12	,	,	PUNCT
cblr-3425	135	13	ten	ten	NUM
cblr-3425	135	14	exogenous	exogenous	ADJ
cblr-3425	135	15	conditions	condition	NOUN
cblr-3425	135	16	,	,	PUNCT
cblr-3425	135	17	and	and	CCONJ
cblr-3425	135	18	two	two	NUM
cblr-3425	135	19	outcomes	outcome	NOUN
cblr-3425	135	20	.	.	PUNCT
cblr-3425	136	1	632	632	NUM
cblr-3425	136	2	columbia	columbia	PROPN
cblr-3425	136	3	business	business	NOUN
cblr-3425	136	4	law	law	PROPN
cblr-3425	136	5	review	review	NOUN
cblr-3425	136	6	[	[	X
cblr-3425	136	7	vol	vol	NOUN
cblr-3425	136	8	.	.	NOUN
cblr-3425	136	9	2019	2019	NUM
cblr-3425	136	10	as	as	SCONJ
cblr-3425	136	11	can	can	AUX
cblr-3425	136	12	be	be	AUX
cblr-3425	136	13	seen	see	VERB
cblr-3425	136	14	in	in	ADP
cblr-3425	136	15	figure	figure	NOUN
cblr-3425	136	16	1	1	NUM
cblr-3425	136	17	,	,	PUNCT
cblr-3425	136	18	contract	contract	NOUN
cblr-3425	136	19	terms	term	NOUN
cblr-3425	136	20	result	result	VERB
cblr-3425	136	21	in	in	ADP
cblr-3425	136	22	contract	contract	NOUN
cblr-3425	136	23	outcomes	outcome	NOUN
cblr-3425	136	24	given	give	VERB
cblr-3425	136	25	a	a	DET
cblr-3425	136	26	set	set	NOUN
cblr-3425	136	27	of	of	ADP
cblr-3425	136	28	exogenous	exogenous	ADJ
cblr-3425	136	29	conditions.32	conditions.32	VERB
cblr-3425	136	30	the	the	DET
cblr-3425	136	31	goal	goal	NOUN
cblr-3425	136	32	of	of	ADP
cblr-3425	136	33	predictive	predictive	ADJ
cblr-3425	136	34	contracting	contracting	NOUN
cblr-3425	136	35	is	be	AUX
cblr-3425	136	36	to	to	PART
cblr-3425	136	37	help	help	VERB
cblr-3425	136	38	contract	contract	NOUN
cblr-3425	136	39	drafters	drafter	NOUN
cblr-3425	136	40	predict	predict	VERB
cblr-3425	136	41	how	how	SCONJ
cblr-3425	136	42	terms	term	NOUN
cblr-3425	136	43	are	be	AUX
cblr-3425	136	44	connected	connect	VERB
cblr-3425	136	45	to	to	ADP
cblr-3425	136	46	outcomes	outcome	NOUN
cblr-3425	136	47	given	give	VERB
cblr-3425	136	48	specified	specify	VERB
cblr-3425	136	49	conditions	condition	NOUN
cblr-3425	136	50	.	.	PUNCT
cblr-3425	137	1	contract	contract	NOUN
cblr-3425	137	2	drafters	drafter	NOUN
cblr-3425	137	3	can	can	AUX
cblr-3425	137	4	then	then	ADV
cblr-3425	137	5	use	use	VERB
cblr-3425	137	6	this	this	DET
cblr-3425	137	7	information	information	NOUN
cblr-3425	137	8	to	to	PART
cblr-3425	137	9	iteratively	iteratively	ADV
cblr-3425	137	10	improve	improve	VERB
cblr-3425	137	11	contract	contract	NOUN
cblr-3425	137	12	design	design	NOUN
cblr-3425	137	13	over	over	ADP
cblr-3425	137	14	time	time	NOUN
cblr-3425	137	15	.	.	PUNCT
cblr-3425	138	1	a	a	DET
cblr-3425	138	2	hypothetical	hypothetical	ADJ
cblr-3425	138	3	example	example	NOUN
cblr-3425	138	4	of	of	ADP
cblr-3425	138	5	predictive	predictive	ADJ
cblr-3425	138	6	contracting	contracting	NOUN
cblr-3425	138	7	can	can	AUX
cblr-3425	138	8	be	be	AUX
cblr-3425	138	9	illustrative	illustrative	ADJ
cblr-3425	138	10	.	.	PUNCT
cblr-3425	139	1	in	in	ADP
cblr-3425	139	2	this	this	DET
cblr-3425	139	3	example	example	NOUN
cblr-3425	139	4	,	,	PUNCT
cblr-3425	139	5	assume	assume	VERB
cblr-3425	139	6	a	a	DET
cblr-3425	139	7	company	company	NOUN
cblr-3425	139	8	enters	enter	VERB
cblr-3425	139	9	into	into	ADP
cblr-3425	139	10	simple	simple	ADJ
cblr-3425	139	11	sales	sale	NOUN
cblr-3425	139	12	contracts	contract	NOUN
cblr-3425	139	13	with	with	ADP
cblr-3425	139	14	its	its	PRON
cblr-3425	139	15	customers	customer	NOUN
cblr-3425	139	16	.	.	PUNCT
cblr-3425	140	1	one	one	NUM
cblr-3425	140	2	of	of	ADP
cblr-3425	140	3	the	the	DET
cblr-3425	140	4	terms	term	NOUN
cblr-3425	140	5	in	in	ADP
cblr-3425	140	6	the	the	DET
cblr-3425	140	7	template	template	NOUN
cblr-3425	140	8	sales	sale	NOUN
cblr-3425	140	9	contract	contract	NOUN
cblr-3425	140	10	is	be	AUX
cblr-3425	140	11	a	a	DET
cblr-3425	140	12	choice	choice	NOUN
cblr-3425	140	13	of	of	ADP
cblr-3425	140	14	law	law	NOUN
cblr-3425	140	15	provision	provision	NOUN
cblr-3425	140	16	between	between	ADP
cblr-3425	140	17	state	state	NOUN
cblr-3425	140	18	a	a	PRON
cblr-3425	140	19	and	and	CCONJ
cblr-3425	140	20	state	state	PROPN
cblr-3425	140	21	b.	b.	PROPN
cblr-3425	140	22	looking	look	VERB
cblr-3425	140	23	to	to	PART
cblr-3425	140	24	gain	gain	VERB
cblr-3425	140	25	insights	insight	NOUN
cblr-3425	140	26	into	into	ADP
cblr-3425	140	27	the	the	DET
cblr-3425	140	28	effects	effect	NOUN
cblr-3425	140	29	of	of	ADP
cblr-3425	140	30	this	this	DET
cblr-3425	140	31	choice	choice	NOUN
cblr-3425	140	32	of	of	ADP
cblr-3425	140	33	law	law	NOUN
cblr-3425	140	34	provision	provision	NOUN
cblr-3425	140	35	,	,	PUNCT
cblr-3425	140	36	the	the	DET
cblr-3425	140	37	company	company	NOUN
cblr-3425	140	38	compiles	compile	VERB
cblr-3425	140	39	a	a	DET
cblr-3425	140	40	data	datum	NOUN
cblr-3425	140	41	set	set	VERB
cblr-3425	140	42	of	of	ADP
cblr-3425	140	43	numerous	numerous	ADJ
cblr-3425	140	44	past	past	ADJ
cblr-3425	140	45	sales	sale	NOUN
cblr-3425	140	46	contracts	contract	NOUN
cblr-3425	140	47	.	.	PUNCT
cblr-3425	141	1	this	this	DET
cblr-3425	141	2	data	datum	NOUN
cblr-3425	141	3	set	set	NOUN
cblr-3425	141	4	contains	contain	VERB
cblr-3425	141	5	data	datum	NOUN
cblr-3425	141	6	on	on	ADP
cblr-3425	141	7	(	(	PUNCT
cblr-3425	141	8	1	1	X
cblr-3425	141	9	)	)	PUNCT
cblr-3425	141	10	whether	whether	SCONJ
cblr-3425	141	11	a	a	DET
cblr-3425	141	12	contract	contract	NOUN
cblr-3425	141	13	used	use	VERB
cblr-3425	141	14	state	state	NOUN
cblr-3425	141	15	a	a	PRON
cblr-3425	141	16	or	or	CCONJ
cblr-3425	141	17	state	state	NOUN
cblr-3425	141	18	b	b	PROPN
cblr-3425	141	19	for	for	ADP
cblr-3425	141	20	the	the	DET
cblr-3425	141	21	choice	choice	NOUN
cblr-3425	141	22	of	of	ADP
cblr-3425	141	23	law	law	NOUN
cblr-3425	141	24	provision	provision	NOUN
cblr-3425	141	25	,	,	PUNCT
cblr-3425	141	26	(	(	PUNCT
cblr-3425	141	27	2	2	X
cblr-3425	141	28	)	)	PUNCT
cblr-3425	141	29	whether	whether	SCONJ
cblr-3425	141	30	the	the	DET
cblr-3425	141	31	contract	contract	NOUN
cblr-3425	141	32	resulted	result	VERB
cblr-3425	141	33	in	in	ADP
cblr-3425	141	34	arbitration	arbitration	NOUN
cblr-3425	141	35	and	and	CCONJ
cblr-3425	141	36	if	if	SCONJ
cblr-3425	141	37	so	so	ADV
cblr-3425	141	38	the	the	DET
cblr-3425	141	39	costs	cost	NOUN
cblr-3425	141	40	associated	associate	VERB
cblr-3425	141	41	with	with	ADP
cblr-3425	141	42	the	the	DET
cblr-3425	141	43	arbitration	arbitration	NOUN
cblr-3425	141	44	,	,	PUNCT
cblr-3425	141	45	and	and	CCONJ
cblr-3425	141	46	(	(	PUNCT
cblr-3425	141	47	3	3	X
cblr-3425	141	48	)	)	PUNCT
cblr-3425	141	49	a	a	DET
cblr-3425	141	50	variety	variety	NOUN
cblr-3425	141	51	of	of	ADP
cblr-3425	141	52	exogenous	exogenous	ADJ
cblr-3425	141	53	conditions	condition	NOUN
cblr-3425	141	54	including	include	VERB
cblr-3425	141	55	demographic	demographic	ADJ
cblr-3425	141	56	data	datum	NOUN
cblr-3425	141	57	on	on	ADP
cblr-3425	141	58	the	the	DET
cblr-3425	141	59	counterparty	counterparty	NOUN
cblr-3425	141	60	.	.	PUNCT
cblr-3425	142	1	the	the	DET
cblr-3425	142	2	company	company	NOUN
cblr-3425	142	3	then	then	ADV
cblr-3425	142	4	uses	use	VERB
cblr-3425	142	5	this	this	DET
cblr-3425	142	6	data	datum	NOUN
cblr-3425	142	7	to	to	PART
cblr-3425	142	8	build	build	VERB
cblr-3425	142	9	a	a	DET
cblr-3425	142	10	predictive	predictive	ADJ
cblr-3425	142	11	contracting	contracting	NOUN
cblr-3425	142	12	model	model	NOUN
cblr-3425	142	13	to	to	PART
cblr-3425	142	14	see	see	VERB
cblr-3425	142	15	if	if	SCONJ
cblr-3425	142	16	the	the	DET
cblr-3425	142	17	choice	choice	NOUN
cblr-3425	142	18	of	of	ADP
cblr-3425	142	19	law	law	NOUN
cblr-3425	142	20	provision	provision	NOUN
cblr-3425	142	21	has	have	VERB
cblr-3425	142	22	an	an	DET
cblr-3425	142	23	impact	impact	NOUN
cblr-3425	142	24	on	on	ADP
cblr-3425	142	25	the	the	DET
cblr-3425	142	26	likelihood	likelihood	NOUN
cblr-3425	142	27	and	and	CCONJ
cblr-3425	142	28	costliness	costliness	NOUN
cblr-3425	142	29	of	of	ADP
cblr-3425	142	30	arbitration	arbitration	NOUN
cblr-3425	142	31	.	.	PUNCT
cblr-3425	143	1	the	the	DET
cblr-3425	143	2	model	model	NOUN
cblr-3425	143	3	identifies	identify	VERB
cblr-3425	143	4	that	that	SCONJ
cblr-3425	143	5	for	for	ADP
cblr-3425	143	6	a	a	DET
cblr-3425	143	7	specific	specific	ADJ
cblr-3425	143	8	category	category	NOUN
cblr-3425	143	9	of	of	ADP
cblr-3425	143	10	counterparty	counterparty	NOUN
cblr-3425	143	11	,	,	PUNCT
cblr-3425	143	12	state	state	NOUN
cblr-3425	143	13	a	a	DET
cblr-3425	143	14	reduces	reduce	VERB
cblr-3425	143	15	overall	overall	ADJ
cblr-3425	143	16	arbitration	arbitration	NOUN
cblr-3425	143	17	costs	cost	NOUN
cblr-3425	143	18	,	,	PUNCT
cblr-3425	143	19	but	but	CCONJ
cblr-3425	143	20	for	for	ADP
cblr-3425	143	21	all	all	DET
cblr-3425	143	22	other	other	ADJ
cblr-3425	143	23	counterparties	counterpartie	NOUN
cblr-3425	143	24	,	,	PUNCT
cblr-3425	143	25	state	state	NOUN
cblr-3425	143	26	b	b	PROPN
cblr-3425	143	27	reduces	reduce	VERB
cblr-3425	143	28	arbitration	arbitration	NOUN
cblr-3425	143	29	costs	cost	NOUN
cblr-3425	143	30	.	.	PUNCT
cblr-3425	144	1	the	the	DET
cblr-3425	144	2	company	company	NOUN
cblr-3425	144	3	uses	use	VERB
cblr-3425	144	4	this	this	DET
cblr-3425	144	5	insight	insight	NOUN
cblr-3425	144	6	to	to	PART
cblr-3425	144	7	set	set	VERB
cblr-3425	144	8	state	state	NOUN
cblr-3425	144	9	b	b	PROPN
cblr-3425	144	10	as	as	ADP
cblr-3425	144	11	the	the	DET
cblr-3425	144	12	default	default	NOUN
cblr-3425	144	13	for	for	ADP
cblr-3425	144	14	the	the	DET
cblr-3425	144	15	choice	choice	NOUN
cblr-3425	144	16	of	of	ADP
cblr-3425	144	17	law	law	NOUN
cblr-3425	144	18	provision	provision	NOUN
cblr-3425	144	19	except	except	SCONJ
cblr-3425	144	20	when	when	SCONJ
cblr-3425	144	21	dealing	deal	VERB
cblr-3425	144	22	with	with	ADP
cblr-3425	144	23	this	this	DET
cblr-3425	144	24	particular	particular	ADJ
cblr-3425	144	25	type	type	NOUN
cblr-3425	144	26	of	of	ADP
cblr-3425	144	27	counterparty	counterparty	NOUN
cblr-3425	144	28	,	,	PUNCT
cblr-3425	144	29	thereby	thereby	ADV
cblr-3425	144	30	reducing	reduce	VERB
cblr-3425	144	31	overall	overall	ADJ
cblr-3425	144	32	arbitration	arbitration	NOUN
cblr-3425	144	33	costs	cost	NOUN
cblr-3425	144	34	.	.	PUNCT
cblr-3425	145	1	as	as	SCONJ
cblr-3425	145	2	the	the	DET
cblr-3425	145	3	example	example	NOUN
cblr-3425	145	4	shows	show	VERB
cblr-3425	145	5	,	,	PUNCT
cblr-3425	145	6	a	a	DET
cblr-3425	145	7	predictive	predictive	ADJ
cblr-3425	145	8	contracting	contracting	NOUN
cblr-3425	145	9	system	system	NOUN
cblr-3425	145	10	is	be	AUX
cblr-3425	145	11	comprised	comprise	VERB
cblr-3425	145	12	of	of	ADP
cblr-3425	145	13	two	two	NUM
cblr-3425	145	14	primary	primary	ADJ
cblr-3425	145	15	technical	technical	ADJ
cblr-3425	145	16	components	component	NOUN
cblr-3425	145	17	:	:	PUNCT
cblr-3425	145	18	(	(	PUNCT
cblr-3425	145	19	1	1	X
cblr-3425	145	20	)	)	PUNCT
cblr-3425	145	21	an	an	DET
cblr-3425	145	22	analytical	analytical	ADJ
cblr-3425	145	23	model	model	NOUN
cblr-3425	145	24	and	and	CCONJ
cblr-3425	145	25	(	(	PUNCT
cblr-3425	145	26	2	2	X
cblr-3425	145	27	)	)	PUNCT
cblr-3425	145	28	a	a	DET
cblr-3425	145	29	data	datum	NOUN
cblr-3425	145	30	set	set	VERB
cblr-3425	145	31	of	of	ADP
cblr-3425	145	32	contract	contract	NOUN
cblr-3425	145	33	terms	term	NOUN
cblr-3425	145	34	,	,	PUNCT
cblr-3425	145	35	outcomes	outcome	NOUN
cblr-3425	145	36	and	and	CCONJ
cblr-3425	145	37	exogenous	exogenous	ADJ
cblr-3425	145	38	conditions	condition	NOUN
cblr-3425	145	39	.	.	PUNCT
cblr-3425	146	1	these	these	DET
cblr-3425	146	2	components	component	NOUN
cblr-3425	146	3	are	be	AUX
cblr-3425	146	4	addressed	address	VERB
cblr-3425	146	5	in	in	ADP
cblr-3425	146	6	the	the	DET
cblr-3425	146	7	sections	section	NOUN
cblr-3425	146	8	below	below	ADV
cblr-3425	146	9	.	.	PUNCT
cblr-3425	147	1	as	as	SCONJ
cblr-3425	147	2	these	these	DET
cblr-3425	147	3	sections	section	NOUN
cblr-3425	147	4	will	will	AUX
cblr-3425	147	5	demonstrate	demonstrate	VERB
cblr-3425	147	6	,	,	PUNCT
cblr-3425	147	7	the	the	DET
cblr-3425	147	8	individual	individual	ADJ
cblr-3425	147	9	technical	technical	ADJ
cblr-3425	147	10	components	component	NOUN
cblr-3425	147	11	of	of	ADP
cblr-3425	147	12	predictive	predictive	ADJ
cblr-3425	147	13	contracting	contracting	NOUN
cblr-3425	147	14	32	32	NUM
cblr-3425	147	15	in	in	ADP
cblr-3425	147	16	most	most	ADJ
cblr-3425	147	17	cases	case	NOUN
cblr-3425	147	18	,	,	PUNCT
cblr-3425	147	19	outcomes	outcome	NOUN
cblr-3425	147	20	will	will	AUX
cblr-3425	147	21	result	result	VERB
cblr-3425	147	22	probabilistically	probabilistically	ADV
cblr-3425	147	23	from	from	ADP
cblr-3425	147	24	terms	term	NOUN
cblr-3425	147	25	and	and	CCONJ
cblr-3425	147	26	exogenous	exogenous	ADJ
cblr-3425	147	27	conditions	condition	NOUN
cblr-3425	147	28	,	,	PUNCT
cblr-3425	147	29	though	though	SCONJ
cblr-3425	147	30	in	in	ADP
cblr-3425	147	31	some	some	DET
cblr-3425	147	32	instances	instance	NOUN
cblr-3425	147	33	the	the	DET
cblr-3425	147	34	association	association	NOUN
cblr-3425	147	35	may	may	AUX
cblr-3425	147	36	be	be	AUX
cblr-3425	147	37	determinative	determinative	ADJ
cblr-3425	147	38	.	.	PUNCT
cblr-3425	148	1	for	for	ADP
cblr-3425	148	2	a	a	DET
cblr-3425	148	3	discussion	discussion	NOUN
cblr-3425	148	4	of	of	ADP
cblr-3425	148	5	how	how	SCONJ
cblr-3425	148	6	contract	contract	NOUN
cblr-3425	148	7	outcomes	outcome	NOUN
cblr-3425	148	8	result	result	VERB
cblr-3425	148	9	probabilistically	probabilistically	ADV
cblr-3425	148	10	from	from	ADP
cblr-3425	148	11	external	external	ADJ
cblr-3425	148	12	contingencies	contingency	NOUN
cblr-3425	148	13	and	and	CCONJ
cblr-3425	148	14	conditional	conditional	ADJ
cblr-3425	148	15	instructions	instruction	NOUN
cblr-3425	148	16	contained	contain	VERB
cblr-3425	148	17	within	within	ADP
cblr-3425	148	18	a	a	DET
cblr-3425	148	19	contract	contract	NOUN
cblr-3425	148	20	,	,	PUNCT
cblr-3425	148	21	see	see	VERB
cblr-3425	148	22	gulati	gulati	PROPN
cblr-3425	148	23	&	&	CCONJ
cblr-3425	148	24	scott	scott	PROPN
cblr-3425	148	25	,	,	PUNCT
cblr-3425	148	26	supra	supra	PROPN
cblr-3425	148	27	note	note	PROPN
cblr-3425	148	28	18	18	NUM
cblr-3425	148	29	,	,	PUNCT
cblr-3425	148	30	at	at	ADP
cblr-3425	148	31	143	143	NUM
cblr-3425	148	32	.	.	PUNCT
cblr-3425	149	1	no	no	INTJ
cblr-3425	149	2	.	.	NOUN
cblr-3425	149	3	2:621	2:621	NUM
cblr-3425	149	4	]	]	X
cblr-3425	149	5	predictive	predictive	ADJ
cblr-3425	149	6	contracting	contracting	NOUN
cblr-3425	149	7	633	633	NUM
cblr-3425	149	8	already	already	ADV
cblr-3425	149	9	exist	exist	VERB
cblr-3425	149	10	and	and	CCONJ
cblr-3425	149	11	are	be	AUX
cblr-3425	149	12	currently	currently	ADV
cblr-3425	149	13	being	be	AUX
cblr-3425	149	14	used	use	VERB
cblr-3425	149	15	in	in	ADP
cblr-3425	149	16	a	a	DET
cblr-3425	149	17	variety	variety	NOUN
cblr-3425	149	18	of	of	ADP
cblr-3425	149	19	other	other	ADJ
cblr-3425	149	20	real	real	ADJ
cblr-3425	149	21	-	-	PUNCT
cblr-3425	149	22	world	world	NOUN
cblr-3425	149	23	contexts	contexts	NOUN
cblr-3425	149	24	.	.	PUNCT
cblr-3425	150	1	the	the	DET
cblr-3425	150	2	existence	existence	NOUN
cblr-3425	150	3	of	of	ADP
cblr-3425	150	4	these	these	DET
cblr-3425	150	5	technologies	technology	NOUN
cblr-3425	150	6	supports	support	VERB
cblr-3425	150	7	the	the	DET
cblr-3425	150	8	technical	technical	ADJ
cblr-3425	150	9	feasibility	feasibility	NOUN
cblr-3425	150	10	of	of	ADP
cblr-3425	150	11	predictive	predictive	ADJ
cblr-3425	150	12	contracting	contracting	NOUN
cblr-3425	150	13	.	.	PUNCT
cblr-3425	151	1	the	the	DET
cblr-3425	151	2	sections	section	NOUN
cblr-3425	151	3	below	below	ADP
cblr-3425	151	4	provide	provide	VERB
cblr-3425	151	5	examples	example	NOUN
cblr-3425	151	6	of	of	ADP
cblr-3425	151	7	these	these	DET
cblr-3425	151	8	technologies	technology	NOUN
cblr-3425	151	9	and	and	CCONJ
cblr-3425	151	10	discuss	discuss	VERB
cblr-3425	151	11	how	how	SCONJ
cblr-3425	151	12	they	they	PRON
cblr-3425	151	13	will	will	AUX
cblr-3425	151	14	facilitate	facilitate	VERB
cblr-3425	151	15	predictive	predictive	ADJ
cblr-3425	151	16	contracting	contracting	NOUN
cblr-3425	151	17	.	.	PUNCT
cblr-3425	152	1	predictive	predictive	ADJ
cblr-3425	152	2	contracting	contracting	NOUN
cblr-3425	152	3	systems	system	NOUN
cblr-3425	152	4	will	will	AUX
cblr-3425	152	5	likely	likely	ADV
cblr-3425	152	6	come	come	VERB
cblr-3425	152	7	in	in	ADP
cblr-3425	152	8	two	two	NUM
cblr-3425	152	9	forms	form	NOUN
cblr-3425	152	10	:	:	PUNCT
cblr-3425	152	11	(	(	PUNCT
cblr-3425	152	12	1	1	X
cblr-3425	152	13	)	)	PUNCT
cblr-3425	152	14	systems	system	NOUN
cblr-3425	152	15	built	build	VERB
cblr-3425	152	16	by	by	ADP
cblr-3425	152	17	third	third	ADJ
cblr-3425	152	18	-	-	PUNCT
cblr-3425	152	19	party	party	NOUN
cblr-3425	152	20	technology	technology	NOUN
cblr-3425	152	21	companies	company	NOUN
cblr-3425	152	22	that	that	PRON
cblr-3425	152	23	are	be	AUX
cblr-3425	152	24	sold	sell	VERB
cblr-3425	152	25	as	as	ADP
cblr-3425	152	26	software	software	NOUN
cblr-3425	152	27	solutions	solution	NOUN
cblr-3425	152	28	to	to	ADP
cblr-3425	152	29	customers	customer	NOUN
cblr-3425	152	30	,	,	PUNCT
cblr-3425	152	31	and	and	CCONJ
cblr-3425	152	32	(	(	PUNCT
cblr-3425	152	33	2	2	X
cblr-3425	152	34	)	)	PUNCT
cblr-3425	152	35	systems	system	NOUN
cblr-3425	152	36	built	build	VERB
cblr-3425	152	37	in	in	ADP
cblr-3425	152	38	-	-	PUNCT
cblr-3425	152	39	house	house	NOUN
cblr-3425	152	40	by	by	ADP
cblr-3425	152	41	large	large	ADJ
cblr-3425	152	42	companies	company	NOUN
cblr-3425	152	43	.	.	PUNCT
cblr-3425	153	1	third	third	ADJ
cblr-3425	153	2	-	-	PUNCT
cblr-3425	153	3	party	party	NOUN
cblr-3425	153	4	predictive	predictive	ADJ
cblr-3425	153	5	contracting	contracting	NOUN
cblr-3425	153	6	systems	system	NOUN
cblr-3425	153	7	will	will	AUX
cblr-3425	153	8	primarily	primarily	ADV
cblr-3425	153	9	be	be	AUX
cblr-3425	153	10	marketed	market	VERB
cblr-3425	153	11	to	to	ADP
cblr-3425	153	12	small	small	ADJ
cblr-3425	153	13	and	and	CCONJ
cblr-3425	153	14	midsized	midsized	ADJ
cblr-3425	153	15	companies	company	NOUN
cblr-3425	153	16	.	.	PUNCT
cblr-3425	154	1	while	while	SCONJ
cblr-3425	154	2	most	most	ADJ
cblr-3425	154	3	of	of	ADP
cblr-3425	154	4	these	these	DET
cblr-3425	154	5	companies	company	NOUN
cblr-3425	154	6	will	will	AUX
cblr-3425	154	7	not	not	PART
cblr-3425	154	8	have	have	VERB
cblr-3425	154	9	an	an	DET
cblr-3425	154	10	incentive	incentive	NOUN
cblr-3425	154	11	to	to	PART
cblr-3425	154	12	develop	develop	VERB
cblr-3425	154	13	predictive	predictive	ADJ
cblr-3425	154	14	contracting	contracting	NOUN
cblr-3425	154	15	on	on	ADP
cblr-3425	154	16	their	their	PRON
cblr-3425	154	17	own	own	ADJ
cblr-3425	154	18	due	due	ADJ
cblr-3425	154	19	to	to	ADP
cblr-3425	154	20	relatively	relatively	ADV
cblr-3425	154	21	low	low	ADJ
cblr-3425	154	22	contracting	contracting	NOUN
cblr-3425	154	23	volume	volume	NOUN
cblr-3425	154	24	,	,	PUNCT
cblr-3425	154	25	thirdparty	thirdparty	PROPN
cblr-3425	154	26	technology	technology	NOUN
cblr-3425	154	27	providers	provider	NOUN
cblr-3425	154	28	can	can	AUX
cblr-3425	154	29	overcome	overcome	VERB
cblr-3425	154	30	this	this	DET
cblr-3425	154	31	incentive	incentive	NOUN
cblr-3425	154	32	problem	problem	NOUN
cblr-3425	154	33	by	by	ADP
cblr-3425	154	34	selling	sell	VERB
cblr-3425	154	35	predictive	predictive	ADJ
cblr-3425	154	36	contracting	contracting	NOUN
cblr-3425	154	37	systems	system	NOUN
cblr-3425	154	38	to	to	ADP
cblr-3425	154	39	multiple	multiple	ADJ
cblr-3425	154	40	small	small	ADJ
cblr-3425	154	41	and	and	CCONJ
cblr-3425	154	42	midsized	midsized	ADJ
cblr-3425	154	43	customers	customer	NOUN
cblr-3425	154	44	.	.	PUNCT
cblr-3425	155	1	in	in	ADP
cblr-3425	155	2	addition	addition	NOUN
cblr-3425	155	3	,	,	PUNCT
cblr-3425	155	4	technology	technology	NOUN
cblr-3425	155	5	providers	provider	NOUN
cblr-3425	155	6	will	will	AUX
cblr-3425	155	7	be	be	AUX
cblr-3425	155	8	able	able	ADJ
cblr-3425	155	9	to	to	PART
cblr-3425	155	10	supply	supply	VERB
cblr-3425	155	11	the	the	DET
cblr-3425	155	12	complex	complex	ADJ
cblr-3425	155	13	technical	technical	ADJ
cblr-3425	155	14	expertise	expertise	NOUN
cblr-3425	155	15	needed	need	VERB
cblr-3425	155	16	to	to	PART
cblr-3425	155	17	develop	develop	VERB
cblr-3425	155	18	a	a	DET
cblr-3425	155	19	predictive	predictive	ADJ
cblr-3425	155	20	contracting	contracting	NOUN
cblr-3425	155	21	system	system	NOUN
cblr-3425	155	22	that	that	PRON
cblr-3425	155	23	small	small	ADJ
cblr-3425	155	24	-	-	PUNCT
cblr-3425	155	25	to	to	ADP
cblr-3425	155	26	-	-	PUNCT
cblr-3425	155	27	midsized	midsize	VERB
cblr-3425	155	28	companies	company	NOUN
cblr-3425	155	29	may	may	AUX
cblr-3425	155	30	lack	lack	VERB
cblr-3425	155	31	.	.	PUNCT
cblr-3425	156	1	this	this	DET
cblr-3425	156	2	pattern	pattern	NOUN
cblr-3425	156	3	is	be	AUX
cblr-3425	156	4	already	already	ADV
cblr-3425	156	5	observable	observable	ADJ
cblr-3425	156	6	in	in	ADP
cblr-3425	156	7	the	the	DET
cblr-3425	156	8	contract	contract	NOUN
cblr-3425	156	9	management	management	NOUN
cblr-3425	156	10	industry.33	industry.33	NOUN
cblr-3425	156	11	large	large	ADJ
cblr-3425	156	12	companies	company	NOUN
cblr-3425	156	13	,	,	PUNCT
cblr-3425	156	14	on	on	ADP
cblr-3425	156	15	the	the	DET
cblr-3425	156	16	other	other	ADJ
cblr-3425	156	17	hand	hand	NOUN
cblr-3425	156	18	,	,	PUNCT
cblr-3425	156	19	will	will	AUX
cblr-3425	156	20	likely	likely	ADV
cblr-3425	156	21	have	have	VERB
cblr-3425	156	22	sufficient	sufficient	ADJ
cblr-3425	156	23	contracting	contracting	NOUN
cblr-3425	156	24	volume	volume	NOUN
cblr-3425	156	25	to	to	PART
cblr-3425	156	26	be	be	AUX
cblr-3425	156	27	incentivized	incentivize	VERB
cblr-3425	156	28	to	to	PART
cblr-3425	156	29	develop	develop	VERB
cblr-3425	156	30	predictive	predictive	ADJ
cblr-3425	156	31	contracting	contracting	NOUN
cblr-3425	156	32	in	in	ADP
cblr-3425	156	33	-	-	PUNCT
cblr-3425	156	34	house	house	NOUN
cblr-3425	156	35	and	and	CCONJ
cblr-3425	156	36	the	the	DET
cblr-3425	156	37	resources	resource	NOUN
cblr-3425	156	38	to	to	PART
cblr-3425	156	39	do	do	VERB
cblr-3425	156	40	so	so	ADV
cblr-3425	156	41	.	.	PUNCT
cblr-3425	157	1	in	in	ADP
cblr-3425	157	2	both	both	DET
cblr-3425	157	3	cases	case	NOUN
cblr-3425	157	4	,	,	PUNCT
cblr-3425	157	5	predictive	predictive	ADJ
cblr-3425	157	6	contracting	contracting	NOUN
cblr-3425	157	7	systems	system	NOUN
cblr-3425	157	8	will	will	AUX
cblr-3425	157	9	be	be	AUX
cblr-3425	157	10	designed	design	VERB
cblr-3425	157	11	such	such	ADJ
cblr-3425	157	12	that	that	DET
cblr-3425	157	13	contract	contract	NOUN
cblr-3425	157	14	drafters	drafter	NOUN
cblr-3425	157	15	can	can	AUX
cblr-3425	157	16	use	use	VERB
cblr-3425	157	17	them	they	PRON
cblr-3425	157	18	without	without	ADP
cblr-3425	157	19	a	a	DET
cblr-3425	157	20	background	background	NOUN
cblr-3425	157	21	in	in	ADP
cblr-3425	157	22	statistics	statistic	NOUN
cblr-3425	157	23	or	or	CCONJ
cblr-3425	157	24	computer	computer	NOUN
cblr-3425	157	25	science	science	NOUN
cblr-3425	157	26	.	.	PUNCT
cblr-3425	158	1	predictive	predictive	ADJ
cblr-3425	158	2	contracting	contracting	NOUN
cblr-3425	158	3	will	will	AUX
cblr-3425	158	4	initially	initially	ADV
cblr-3425	158	5	be	be	AUX
cblr-3425	158	6	applied	apply	VERB
cblr-3425	158	7	to	to	ADP
cblr-3425	158	8	relatively	relatively	ADV
cblr-3425	158	9	simple	simple	ADJ
cblr-3425	158	10	,	,	PUNCT
cblr-3425	158	11	high	high	ADJ
cblr-3425	158	12	-	-	PUNCT
cblr-3425	158	13	volume	volume	NOUN
cblr-3425	158	14	contracts	contract	NOUN
cblr-3425	158	15	,	,	PUNCT
cblr-3425	158	16	such	such	ADJ
cblr-3425	158	17	as	as	ADP
cblr-3425	158	18	sales	sale	NOUN
cblr-3425	158	19	and	and	CCONJ
cblr-3425	158	20	nondisclosure	nondisclosure	NOUN
cblr-3425	158	21	agreements	agreement	NOUN
cblr-3425	158	22	.	.	PUNCT
cblr-3425	159	1	in	in	ADP
cblr-3425	159	2	addition	addition	NOUN
cblr-3425	159	3	,	,	PUNCT
cblr-3425	159	4	predictive	predictive	ADJ
cblr-3425	159	5	contracting	contracting	NOUN
cblr-3425	159	6	systems	system	NOUN
cblr-3425	159	7	will	will	AUX
cblr-3425	159	8	begin	begin	VERB
cblr-3425	159	9	by	by	ADP
cblr-3425	159	10	examining	examine	VERB
cblr-3425	159	11	relatively	relatively	ADV
cblr-3425	159	12	narrow	narrow	ADJ
cblr-3425	159	13	problem	problem	NOUN
cblr-3425	159	14	specifications	specification	NOUN
cblr-3425	159	15	with	with	ADP
cblr-3425	159	16	a	a	DET
cblr-3425	159	17	limited	limited	ADJ
cblr-3425	159	18	number	number	NOUN
cblr-3425	159	19	of	of	ADP
cblr-3425	159	20	terms	term	NOUN
cblr-3425	159	21	,	,	PUNCT
cblr-3425	159	22	outcomes	outcome	NOUN
cblr-3425	159	23	,	,	PUNCT
cblr-3425	159	24	and	and	CCONJ
cblr-3425	159	25	exogenous	exogenous	ADJ
cblr-3425	159	26	conditions	condition	NOUN
cblr-3425	159	27	.	.	PUNCT
cblr-3425	160	1	this	this	PRON
cblr-3425	160	2	is	be	AUX
cblr-3425	160	3	because	because	SCONJ
cblr-3425	160	4	the	the	DET
cblr-3425	160	5	ability	ability	NOUN
cblr-3425	160	6	of	of	ADP
cblr-3425	160	7	a	a	DET
cblr-3425	160	8	model	model	NOUN
cblr-3425	160	9	to	to	PART
cblr-3425	160	10	predict	predict	VERB
cblr-3425	160	11	outcomes	outcome	NOUN
cblr-3425	160	12	of	of	ADP
cblr-3425	160	13	a	a	DET
cblr-3425	160	14	system	system	NOUN
cblr-3425	160	15	decreases	decrease	VERB
cblr-3425	160	16	as	as	ADP
cblr-3425	160	17	the	the	DET
cblr-3425	160	18	complexity	complexity	NOUN
cblr-3425	160	19	of	of	ADP
cblr-3425	160	20	the	the	DET
cblr-3425	160	21	system	system	NOUN
cblr-3425	160	22	increases.34	increases.34	NOUN
cblr-3425	160	23	furthermore	furthermore	ADV
cblr-3425	160	24	,	,	PUNCT
cblr-3425	160	25	the	the	DET
cblr-3425	160	26	predictive	predictive	ADJ
cblr-3425	160	27	capability	capability	NOUN
cblr-3425	160	28	of	of	ADP
cblr-3425	160	29	a	a	DET
cblr-3425	160	30	model	model	NOUN
cblr-3425	160	31	generally	generally	ADV
cblr-3425	160	32	increases	increase	VERB
cblr-3425	160	33	as	as	ADP
cblr-3425	160	34	the	the	DET
cblr-3425	160	35	amount	amount	NOUN
cblr-3425	160	36	of	of	ADP
cblr-3425	160	37	data	datum	NOUN
cblr-3425	160	38	the	the	DET
cblr-3425	160	39	model	model	NOUN
cblr-3425	160	40	has	have	VERB
cblr-3425	160	41	access	access	NOUN
cblr-3425	160	42	to	to	ADP
cblr-3425	160	43	increases	increase	NOUN
cblr-3425	160	44	.	.	PUNCT
cblr-3425	161	1	therefore	therefore	ADV
cblr-3425	161	2	,	,	PUNCT
cblr-3425	161	3	examining	examine	VERB
cblr-3425	161	4	narrow	narrow	ADJ
cblr-3425	161	5	33	33	NUM
cblr-3425	161	6	see	see	NOUN
cblr-3425	161	7	infra	infra	NOUN
cblr-3425	161	8	section	section	NOUN
cblr-3425	161	9	ii.c.1	ii.c.1	NOUN
cblr-3425	161	10	.	.	PUNCT
cblr-3425	162	1	34	34	NUM
cblr-3425	162	2	see	see	VERB
cblr-3425	162	3	katz	katz	PROPN
cblr-3425	162	4	,	,	PUNCT
cblr-3425	162	5	supra	supra	PROPN
cblr-3425	162	6	note	note	PROPN
cblr-3425	162	7	22	22	NUM
cblr-3425	162	8	,	,	PUNCT
cblr-3425	162	9	at	at	ADP
cblr-3425	162	10	959–63	959–63	PROPN
cblr-3425	162	11	.	.	PUNCT
cblr-3425	163	1	634	634	NUM
cblr-3425	163	2	columbia	columbia	PROPN
cblr-3425	163	3	business	business	NOUN
cblr-3425	163	4	law	law	PROPN
cblr-3425	163	5	review	review	NOUN
cblr-3425	163	6	[	[	X
cblr-3425	163	7	vol	vol	NOUN
cblr-3425	163	8	.	.	PUNCT
cblr-3425	163	9	2019	2019	NUM
cblr-3425	163	10	problems	problem	NOUN
cblr-3425	163	11	related	relate	VERB
cblr-3425	163	12	to	to	ADP
cblr-3425	163	13	simple	simple	ADJ
cblr-3425	163	14	contracts	contract	NOUN
cblr-3425	163	15	with	with	ADP
cblr-3425	163	16	large	large	ADJ
cblr-3425	163	17	amounts	amount	NOUN
cblr-3425	163	18	of	of	ADP
cblr-3425	163	19	data	data	NOUN
cblr-3425	163	20	is	be	AUX
cblr-3425	163	21	an	an	DET
cblr-3425	163	22	ideal	ideal	ADJ
cblr-3425	163	23	starting	starting	NOUN
cblr-3425	163	24	point	point	NOUN
cblr-3425	163	25	for	for	ADP
cblr-3425	163	26	early	early	ADJ
cblr-3425	163	27	versions	version	NOUN
cblr-3425	163	28	of	of	ADP
cblr-3425	163	29	predictive	predictive	ADJ
cblr-3425	163	30	contracting	contracting	NOUN
cblr-3425	163	31	.	.	PUNCT
cblr-3425	164	1	as	as	SCONJ
cblr-3425	164	2	predictive	predictive	ADJ
cblr-3425	164	3	contracting	contracting	NOUN
cblr-3425	164	4	models	model	NOUN
cblr-3425	164	5	improve	improve	VERB
cblr-3425	164	6	and	and	CCONJ
cblr-3425	164	7	contract	contract	NOUN
cblr-3425	164	8	data	datum	NOUN
cblr-3425	164	9	becomes	become	VERB
cblr-3425	164	10	more	more	ADV
cblr-3425	164	11	robust	robust	ADJ
cblr-3425	164	12	,	,	PUNCT
cblr-3425	164	13	contract	contract	NOUN
cblr-3425	164	14	drafters	drafter	NOUN
cblr-3425	164	15	can	can	AUX
cblr-3425	164	16	begin	begin	VERB
cblr-3425	164	17	to	to	PART
cblr-3425	164	18	use	use	VERB
cblr-3425	164	19	predictive	predictive	ADJ
cblr-3425	164	20	contracting	contracting	NOUN
cblr-3425	164	21	to	to	PART
cblr-3425	164	22	analyze	analyze	VERB
cblr-3425	164	23	broader	broad	ADJ
cblr-3425	164	24	problems	problem	NOUN
cblr-3425	164	25	and	and	CCONJ
cblr-3425	164	26	more	more	ADJ
cblr-3425	164	27	complex	complex	ADJ
cblr-3425	164	28	contracts	contract	NOUN
cblr-3425	164	29	such	such	ADJ
cblr-3425	164	30	as	as	ADP
cblr-3425	164	31	financing	financing	NOUN
cblr-3425	164	32	and	and	CCONJ
cblr-3425	164	33	acquisition	acquisition	NOUN
cblr-3425	164	34	agreements	agreement	NOUN
cblr-3425	164	35	.	.	PUNCT
cblr-3425	165	1	the	the	DET
cblr-3425	165	2	remainder	remainder	NOUN
cblr-3425	165	3	of	of	ADP
cblr-3425	165	4	this	this	DET
cblr-3425	165	5	part	part	NOUN
cblr-3425	165	6	proceeds	proceed	VERB
cblr-3425	165	7	as	as	SCONJ
cblr-3425	165	8	follows	follow	VERB
cblr-3425	165	9	.	.	PUNCT
cblr-3425	166	1	section	section	NOUN
cblr-3425	166	2	ii.a	ii.a	PROPN
cblr-3425	166	3	discusses	discuss	VERB
cblr-3425	166	4	the	the	DET
cblr-3425	166	5	predictive	predictive	ADJ
cblr-3425	166	6	contracting	contracting	NOUN
cblr-3425	166	7	model	model	NOUN
cblr-3425	166	8	,	,	PUNCT
cblr-3425	166	9	section	section	NOUN
cblr-3425	166	10	ii.b	ii.b	NOUN
cblr-3425	166	11	examines	examine	VERB
cblr-3425	166	12	the	the	DET
cblr-3425	166	13	necessary	necessary	ADJ
cblr-3425	166	14	types	type	NOUN
cblr-3425	166	15	of	of	ADP
cblr-3425	166	16	contract	contract	NOUN
cblr-3425	166	17	data	datum	NOUN
cblr-3425	166	18	,	,	PUNCT
cblr-3425	166	19	section	section	NOUN
cblr-3425	166	20	ii.c	ii.c	NOUN
cblr-3425	166	21	discusses	discuss	VERB
cblr-3425	166	22	potential	potential	ADJ
cblr-3425	166	23	sources	source	NOUN
cblr-3425	166	24	of	of	ADP
cblr-3425	166	25	these	these	DET
cblr-3425	166	26	data	datum	NOUN
cblr-3425	166	27	,	,	PUNCT
cblr-3425	166	28	and	and	CCONJ
cblr-3425	166	29	section	section	NOUN
cblr-3425	166	30	ii.d	ii.d	PRON
cblr-3425	166	31	distinguishes	distinguish	VERB
cblr-3425	166	32	predictive	predictive	ADJ
cblr-3425	166	33	contracting	contracting	NOUN
cblr-3425	166	34	from	from	ADP
cblr-3425	166	35	prior	prior	ADJ
cblr-3425	166	36	versions	version	NOUN
cblr-3425	166	37	of	of	ADP
cblr-3425	166	38	contract	contract	NOUN
cblr-3425	166	39	automation	automation	NOUN
cblr-3425	166	40	.	.	PUNCT
cblr-3425	167	1	a.	a.	NOUN
cblr-3425	167	2	model	model	NOUN
cblr-3425	167	3	the	the	DET
cblr-3425	167	4	predictive	predictive	ADJ
cblr-3425	167	5	contracting	contracting	NOUN
cblr-3425	167	6	model	model	NOUN
cblr-3425	167	7	is	be	AUX
cblr-3425	167	8	the	the	DET
cblr-3425	167	9	analytical	analytical	ADJ
cblr-3425	167	10	mechanism	mechanism	NOUN
cblr-3425	167	11	that	that	PRON
cblr-3425	167	12	uses	use	VERB
cblr-3425	167	13	contract	contract	NOUN
cblr-3425	167	14	data	datum	NOUN
cblr-3425	167	15	to	to	PART
cblr-3425	167	16	provide	provide	VERB
cblr-3425	167	17	contract	contract	NOUN
cblr-3425	167	18	drafters	drafter	NOUN
cblr-3425	167	19	with	with	ADP
cblr-3425	167	20	insights	insight	NOUN
cblr-3425	167	21	into	into	ADP
cblr-3425	167	22	the	the	DET
cblr-3425	167	23	statistical	statistical	ADJ
cblr-3425	167	24	connections	connection	NOUN
cblr-3425	167	25	between	between	ADP
cblr-3425	167	26	contract	contract	NOUN
cblr-3425	167	27	terms	term	NOUN
cblr-3425	167	28	and	and	CCONJ
cblr-3425	167	29	outcomes	outcome	NOUN
cblr-3425	167	30	given	give	VERB
cblr-3425	167	31	exogenous	exogenous	ADJ
cblr-3425	167	32	conditions	condition	NOUN
cblr-3425	167	33	.	.	PUNCT
cblr-3425	168	1	to	to	PART
cblr-3425	168	2	build	build	VERB
cblr-3425	168	3	a	a	DET
cblr-3425	168	4	predictive	predictive	ADJ
cblr-3425	168	5	contracting	contracting	NOUN
cblr-3425	168	6	model	model	NOUN
cblr-3425	168	7	,	,	PUNCT
cblr-3425	168	8	developers	developer	NOUN
cblr-3425	168	9	are	be	AUX
cblr-3425	168	10	likely	likely	ADJ
cblr-3425	168	11	to	to	PART
cblr-3425	168	12	rely	rely	VERB
cblr-3425	168	13	heavily	heavily	ADV
cblr-3425	168	14	on	on	ADP
cblr-3425	168	15	a	a	DET
cblr-3425	168	16	rapidly	rapidly	ADV
cblr-3425	168	17	growing	grow	VERB
cblr-3425	168	18	area	area	NOUN
cblr-3425	168	19	of	of	ADP
cblr-3425	168	20	analytical	analytical	ADJ
cblr-3425	168	21	innovation	innovation	NOUN
cblr-3425	168	22	:	:	PUNCT
cblr-3425	168	23	machine	machine	NOUN
cblr-3425	168	24	learning	learning	NOUN
cblr-3425	168	25	.	.	PUNCT
cblr-3425	169	1	machine	machine	NOUN
cblr-3425	169	2	learning	learning	NOUN
cblr-3425	169	3	is	be	AUX
cblr-3425	169	4	a	a	DET
cblr-3425	169	5	category	category	NOUN
cblr-3425	169	6	of	of	ADP
cblr-3425	169	7	artificial	artificial	ADJ
cblr-3425	169	8	intelligence	intelligence	NOUN
cblr-3425	169	9	research	research	NOUN
cblr-3425	169	10	that	that	PRON
cblr-3425	169	11	focuses	focus	VERB
cblr-3425	169	12	on	on	ADP
cblr-3425	169	13	building	build	VERB
cblr-3425	169	14	mathematical	mathematical	ADJ
cblr-3425	169	15	computer	computer	NOUN
cblr-3425	169	16	models	model	NOUN
cblr-3425	169	17	that	that	PRON
cblr-3425	169	18	learn	learn	VERB
cblr-3425	169	19	from	from	ADP
cblr-3425	169	20	data	datum	NOUN
cblr-3425	169	21	to	to	PART
cblr-3425	169	22	improve	improve	VERB
cblr-3425	169	23	over	over	ADP
cblr-3425	169	24	time.35	time.35	NOUN
cblr-3425	169	25	unlike	unlike	ADP
cblr-3425	169	26	earlier	early	ADJ
cblr-3425	169	27	versions	version	NOUN
cblr-3425	169	28	of	of	ADP
cblr-3425	169	29	artificial	artificial	ADJ
cblr-3425	169	30	intelligence	intelligence	NOUN
cblr-3425	169	31	that	that	PRON
cblr-3425	169	32	attempted	attempt	VERB
cblr-3425	169	33	to	to	PART
cblr-3425	169	34	replicate	replicate	VERB
cblr-3425	169	35	the	the	DET
cblr-3425	169	36	way	way	NOUN
cblr-3425	169	37	the	the	DET
cblr-3425	169	38	human	human	ADJ
cblr-3425	169	39	mind	mind	NOUN
cblr-3425	169	40	learns	learn	VERB
cblr-3425	169	41	,	,	PUNCT
cblr-3425	169	42	machine	machine	NOUN
cblr-3425	169	43	learning	learning	NOUN
cblr-3425	169	44	instead	instead	ADV
cblr-3425	169	45	seeks	seek	VERB
cblr-3425	169	46	to	to	PART
cblr-3425	169	47	achieve	achieve	VERB
cblr-3425	169	48	analytical	analytical	ADJ
cblr-3425	169	49	results	result	NOUN
cblr-3425	169	50	by	by	ADP
cblr-3425	169	51	using	use	VERB
cblr-3425	169	52	data	data	NOUN
cblr-3425	169	53	-	-	PUNCT
cblr-3425	169	54	driven	drive	VERB
cblr-3425	169	55	statistical	statistical	ADJ
cblr-3425	169	56	models	model	NOUN
cblr-3425	169	57	powered	power	VERB
cblr-3425	169	58	by	by	ADP
cblr-3425	169	59	computer	computer	NOUN
cblr-3425	169	60	processors.36	processors.36	NOUN
cblr-3425	169	61	machine	machine	NOUN
cblr-3425	169	62	learning	learning	NOUN
cblr-3425	169	63	models	model	NOUN
cblr-3425	169	64	35	35	NUM
cblr-3425	169	65	see	see	VERB
cblr-3425	169	66	harry	harry	PROPN
cblr-3425	169	67	surden	surden	PROPN
cblr-3425	169	68	,	,	PUNCT
cblr-3425	169	69	machine	machine	NOUN
cblr-3425	169	70	learning	learning	NOUN
cblr-3425	169	71	and	and	CCONJ
cblr-3425	169	72	law	law	NOUN
cblr-3425	169	73	,	,	PUNCT
cblr-3425	169	74	89	89	NUM
cblr-3425	169	75	wash	wash	NOUN
cblr-3425	169	76	.	.	PUNCT
cblr-3425	170	1	l.	l.	PROPN
cblr-3425	170	2	rev	rev	PROPN
cblr-3425	170	3	.	.	PROPN
cblr-3425	170	4	87	87	NUM
cblr-3425	170	5	,	,	PUNCT
cblr-3425	170	6	89	89	NUM
cblr-3425	170	7	(	(	PUNCT
cblr-3425	170	8	2014	2014	NUM
cblr-3425	170	9	)	)	PUNCT
cblr-3425	170	10	.	.	PUNCT
cblr-3425	171	1	36	36	NUM
cblr-3425	171	2	see	see	VERB
cblr-3425	171	3	i	i	PRON
cblr-3425	171	4	d.	d.	PROPN
cblr-3425	171	5	at	at	ADP
cblr-3425	171	6	95–100	95–100	PROPN
cblr-3425	171	7	;	;	PUNCT
cblr-3425	171	8	see	see	VERB
cblr-3425	171	9	also	also	ADV
cblr-3425	171	10	katz	katz	PROPN
cblr-3425	171	11	,	,	PUNCT
cblr-3425	171	12	supra	supra	PROPN
cblr-3425	171	13	note	note	PROPN
cblr-3425	171	14	22	22	NUM
cblr-3425	171	15	,	,	PUNCT
cblr-3425	171	16	at	at	ADP
cblr-3425	171	17	913–18	913–18	NUM
cblr-3425	171	18	(	(	PUNCT
cblr-3425	171	19	discussing	discuss	VERB
cblr-3425	171	20	how	how	SCONJ
cblr-3425	171	21	the	the	DET
cblr-3425	171	22	increase	increase	NOUN
cblr-3425	171	23	in	in	ADP
cblr-3425	171	24	data	data	NOUN
cblr-3425	171	25	-	-	PUNCT
cblr-3425	171	26	driven	drive	VERB
cblr-3425	171	27	predictive	predictive	ADJ
cblr-3425	171	28	analysis	analysis	NOUN
cblr-3425	171	29	is	be	AUX
cblr-3425	171	30	made	make	VERB
cblr-3425	171	31	possible	possible	ADJ
cblr-3425	171	32	in	in	ADP
cblr-3425	171	33	part	part	NOUN
cblr-3425	171	34	due	due	ADP
cblr-3425	171	35	to	to	ADP
cblr-3425	171	36	the	the	DET
cblr-3425	171	37	continually	continually	ADV
cblr-3425	171	38	increasing	increase	VERB
cblr-3425	171	39	power	power	NOUN
cblr-3425	171	40	of	of	ADP
cblr-3425	171	41	computer	computer	NOUN
cblr-3425	171	42	processors	processor	NOUN
cblr-3425	171	43	described	describe	VERB
cblr-3425	171	44	by	by	ADP
cblr-3425	171	45	moore	moore	PROPN
cblr-3425	171	46	’s	’s	PART
cblr-3425	171	47	law	law	NOUN
cblr-3425	171	48	and	and	CCONJ
cblr-3425	171	49	the	the	DET
cblr-3425	171	50	continually	continually	ADV
cblr-3425	171	51	decreasing	decrease	VERB
cblr-3425	171	52	cost	cost	NOUN
cblr-3425	171	53	of	of	ADP
cblr-3425	171	54	data	datum	NOUN
cblr-3425	171	55	storage	storage	NOUN
cblr-3425	171	56	described	describe	VERB
cblr-3425	171	57	by	by	ADP
cblr-3425	171	58	kryder	kryder	PROPN
cblr-3425	171	59	’s	’s	PART
cblr-3425	171	60	law	law	NOUN
cblr-3425	171	61	)	)	PUNCT
cblr-3425	171	62	.	.	PUNCT
cblr-3425	172	1	for	for	ADP
cblr-3425	172	2	a	a	DET
cblr-3425	172	3	discussion	discussion	NOUN
cblr-3425	172	4	of	of	ADP
cblr-3425	172	5	moore	moore	PROPN
cblr-3425	172	6	’s	’s	PART
cblr-3425	172	7	law	law	NOUN
cblr-3425	172	8	,	,	PUNCT
cblr-3425	172	9	see	see	VERB
cblr-3425	172	10	gordon	gordon	PROPN
cblr-3425	172	11	e.	e.	PROPN
cblr-3425	172	12	moore	moore	PROPN
cblr-3425	172	13	,	,	PUNCT
cblr-3425	172	14	cramming	cram	VERB
cblr-3425	172	15	more	more	ADJ
cblr-3425	172	16	components	component	NOUN
cblr-3425	172	17	onto	onto	ADP
cblr-3425	172	18	integrated	integrated	ADJ
cblr-3425	172	19	circuits	circuit	NOUN
cblr-3425	172	20	,	,	PUNCT
cblr-3425	172	21	38	38	NUM
cblr-3425	172	22	electronics	electronic	NOUN
cblr-3425	172	23	114	114	NUM
cblr-3425	172	24	(	(	PUNCT
cblr-3425	172	25	1965	1965	NUM
cblr-3425	172	26	)	)	PUNCT
cblr-3425	172	27	.	.	PUNCT
cblr-3425	173	1	for	for	ADP
cblr-3425	173	2	a	a	DET
cblr-3425	173	3	discussion	discussion	NOUN
cblr-3425	173	4	of	of	ADP
cblr-3425	173	5	kryder	kryder	NOUN
cblr-3425	173	6	’s	’s	PART
cblr-3425	173	7	law	law	NOUN
cblr-3425	173	8	,	,	PUNCT
cblr-3425	173	9	see	see	VERB
cblr-3425	173	10	chip	chip	NOUN
cblr-3425	173	11	walter	walter	PROPN
cblr-3425	173	12	,	,	PUNCT
cblr-3425	173	13	kryder	kryder	PROPN
cblr-3425	173	14	’s	’s	PART
cblr-3425	173	15	law	law	NOUN
cblr-3425	173	16	,	,	PUNCT
cblr-3425	173	17	sci	sci	PROPN
cblr-3425	173	18	.	.	PROPN
cblr-3425	173	19	am	be	AUX
cblr-3425	173	20	.	.	PROPN
cblr-3425	173	21	,	,	PUNCT
cblr-3425	173	22	aug	aug	PROPN
cblr-3425	173	23	.	.	PROPN
cblr-3425	173	24	2005	2005	NUM
cblr-3425	173	25	,	,	PUNCT
cblr-3425	173	26	at	at	ADP
cblr-3425	173	27	32	32	NUM
cblr-3425	173	28	.	.	PUNCT
cblr-3425	174	1	no	no	INTJ
cblr-3425	174	2	.	.	NOUN
cblr-3425	174	3	2:621	2:621	NUM
cblr-3425	174	4	]	]	X
cblr-3425	174	5	predictive	predictive	ADJ
cblr-3425	174	6	contracting	contracting	NOUN
cblr-3425	174	7	635	635	NUM
cblr-3425	174	8	have	have	VERB
cblr-3425	174	9	two	two	NUM
cblr-3425	174	10	main	main	ADJ
cblr-3425	174	11	advantages	advantage	NOUN
cblr-3425	174	12	over	over	ADP
cblr-3425	174	13	alternative	alternative	ADJ
cblr-3425	174	14	analytical	analytical	ADJ
cblr-3425	174	15	methods	method	NOUN
cblr-3425	174	16	such	such	ADJ
cblr-3425	174	17	as	as	ADP
cblr-3425	174	18	causal	causal	ADJ
cblr-3425	174	19	inference	inference	NOUN
cblr-3425	174	20	.	.	PUNCT
cblr-3425	175	1	first	first	ADV
cblr-3425	175	2	,	,	PUNCT
cblr-3425	175	3	machine	machine	NOUN
cblr-3425	175	4	learning	learning	NOUN
cblr-3425	175	5	models	model	NOUN
cblr-3425	175	6	improve	improve	VERB
cblr-3425	175	7	over	over	ADP
cblr-3425	175	8	time	time	NOUN
cblr-3425	175	9	as	as	SCONJ
cblr-3425	175	10	more	more	ADJ
cblr-3425	175	11	data	datum	NOUN
cblr-3425	175	12	are	be	AUX
cblr-3425	175	13	added	add	VERB
cblr-3425	175	14	to	to	ADP
cblr-3425	175	15	the	the	DET
cblr-3425	175	16	data	datum	NOUN
cblr-3425	175	17	set	set	VERB
cblr-3425	175	18	from	from	ADP
cblr-3425	175	19	which	which	PRON
cblr-3425	175	20	the	the	DET
cblr-3425	175	21	model	model	NOUN
cblr-3425	175	22	learns	learn	VERB
cblr-3425	175	23	,	,	PUNCT
cblr-3425	175	24	which	which	PRON
cblr-3425	175	25	is	be	AUX
cblr-3425	175	26	known	know	VERB
cblr-3425	175	27	as	as	ADP
cblr-3425	175	28	the	the	DET
cblr-3425	175	29	“	"	PUNCT
cblr-3425	175	30	training	training	NOUN
cblr-3425	175	31	set	set	NOUN
cblr-3425	175	32	.	.	PUNCT
cblr-3425	176	1	”37	”37	PROPN
cblr-3425	176	2	second	second	ADJ
cblr-3425	176	3	,	,	PUNCT
cblr-3425	176	4	machine	machine	NOUN
cblr-3425	176	5	learning	learning	NOUN
cblr-3425	176	6	models	model	NOUN
cblr-3425	176	7	do	do	AUX
cblr-3425	176	8	not	not	PART
cblr-3425	176	9	necessarily	necessarily	ADV
cblr-3425	176	10	require	require	VERB
cblr-3425	176	11	a	a	DET
cblr-3425	176	12	pre	pre	ADJ
cblr-3425	176	13	-	-	ADJ
cblr-3425	176	14	specified	specified	ADJ
cblr-3425	176	15	relationship	relationship	NOUN
cblr-3425	176	16	between	between	ADP
cblr-3425	176	17	independent	independent	ADJ
cblr-3425	176	18	and	and	CCONJ
cblr-3425	176	19	dependent	dependent	ADJ
cblr-3425	176	20	variables.38	variables.38	PROPN
cblr-3425	176	21	this	this	DET
cblr-3425	176	22	“	"	PUNCT
cblr-3425	176	23	black	black	ADJ
cblr-3425	176	24	box	box	NOUN
cblr-3425	176	25	”	"	PUNCT
cblr-3425	176	26	approach	approach	NOUN
cblr-3425	176	27	allows	allow	VERB
cblr-3425	176	28	machine	machine	NOUN
cblr-3425	176	29	learning	learning	NOUN
cblr-3425	176	30	models	model	NOUN
cblr-3425	176	31	to	to	PART
cblr-3425	176	32	provide	provide	VERB
cblr-3425	176	33	valuable	valuable	ADJ
cblr-3425	176	34	predictive	predictive	ADJ
cblr-3425	176	35	insights	insight	NOUN
cblr-3425	176	36	without	without	ADP
cblr-3425	176	37	the	the	DET
cblr-3425	176	38	user	user	NOUN
cblr-3425	176	39	needing	need	VERB
cblr-3425	176	40	to	to	PART
cblr-3425	176	41	specify	specify	VERB
cblr-3425	176	42	(	(	PUNCT
cblr-3425	176	43	or	or	CCONJ
cblr-3425	176	44	even	even	ADV
cblr-3425	176	45	understand	understand	VERB
cblr-3425	176	46	)	)	PUNCT
cblr-3425	176	47	the	the	DET
cblr-3425	176	48	potential	potential	ADJ
cblr-3425	176	49	relationships	relationship	NOUN
cblr-3425	176	50	between	between	ADP
cblr-3425	176	51	variables	variable	NOUN
cblr-3425	176	52	in	in	ADP
cblr-3425	176	53	the	the	DET
cblr-3425	176	54	model.39	model.39	NOUN
cblr-3425	176	55	thus	thus	ADV
cblr-3425	176	56	far	far	ADV
cblr-3425	176	57	,	,	PUNCT
cblr-3425	176	58	machine	machine	NOUN
cblr-3425	176	59	learning	learning	NOUN
cblr-3425	176	60	in	in	ADP
cblr-3425	176	61	the	the	DET
cblr-3425	176	62	legal	legal	ADJ
cblr-3425	176	63	industry	industry	NOUN
cblr-3425	176	64	has	have	AUX
cblr-3425	176	65	primarily	primarily	ADV
cblr-3425	176	66	been	be	AUX
cblr-3425	176	67	applied	apply	VERB
cblr-3425	176	68	to	to	ADP
cblr-3425	176	69	litigation	litigation	NOUN
cblr-3425	176	70	issues	issue	NOUN
cblr-3425	176	71	such	such	ADJ
cblr-3425	176	72	as	as	ADP
cblr-3425	176	73	discovery,40	discovery,40	NUM
cblr-3425	176	74	legal	legal	ADJ
cblr-3425	176	75	search,41	search,41	NOUN
cblr-3425	176	76	the	the	DET
cblr-3425	176	77	setting	setting	NOUN
cblr-3425	176	78	of	of	ADP
cblr-3425	176	79	bail,42	bail,42	NOUN
cblr-3425	176	80	and	and	CCONJ
cblr-3425	176	81	even	even	ADV
cblr-3425	176	82	jury	jury	NOUN
cblr-3425	176	83	selection.43	selection.43	VERB
cblr-3425	176	84	perhaps	perhaps	ADV
cblr-3425	176	85	the	the	DET
cblr-3425	176	86	most	most	ADV
cblr-3425	176	87	interesting	interesting	ADJ
cblr-3425	176	88	application	application	NOUN
cblr-3425	176	89	of	of	ADP
cblr-3425	176	90	machine	machine	NOUN
cblr-3425	176	91	learning	learn	VERB
cblr-3425	176	92	to	to	ADP
cblr-3425	176	93	the	the	DET
cblr-3425	176	94	law	law	NOUN
cblr-3425	176	95	(	(	PUNCT
cblr-3425	176	96	and	and	CCONJ
cblr-3425	176	97	the	the	DET
cblr-3425	176	98	most	most	ADV
cblr-3425	176	99	relevant	relevant	ADJ
cblr-3425	176	100	for	for	ADP
cblr-3425	176	101	predictive	predictive	ADJ
cblr-3425	176	102	contracting	contracting	NOUN
cblr-3425	176	103	)	)	PUNCT
cblr-3425	176	104	has	have	AUX
cblr-3425	176	105	been	be	AUX
cblr-3425	176	106	the	the	DET
cblr-3425	176	107	prediction	prediction	NOUN
cblr-3425	176	108	of	of	ADP
cblr-3425	176	109	case	case	NOUN
cblr-3425	176	110	outcomes	outcome	NOUN
cblr-3425	176	111	and	and	CCONJ
cblr-3425	176	112	judicial	judicial	ADJ
cblr-3425	176	113	decisions.44	decisions.44	NOUN
cblr-3425	176	114	previously	previously	ADV
cblr-3425	176	115	an	an	DET
cblr-3425	176	116	academic	academic	ADJ
cblr-3425	176	117	endeavor	endeavor	NOUN
cblr-3425	176	118	,	,	PUNCT
cblr-3425	176	119	multiple	multiple	ADJ
cblr-3425	176	120	37	37	NUM
cblr-3425	176	121	see	see	NOUN
cblr-3425	176	122	surden	surden	NOUN
cblr-3425	176	123	,	,	PUNCT
cblr-3425	176	124	supra	supra	PROPN
cblr-3425	176	125	note	note	PROPN
cblr-3425	176	126	35	35	NUM
cblr-3425	176	127	,	,	PUNCT
cblr-3425	176	128	at	at	ADP
cblr-3425	176	129	92–93	92–93	NUM
cblr-3425	176	130	.	.	PUNCT
cblr-3425	177	1	38	38	NUM
cblr-3425	177	2	see	see	PROPN
cblr-3425	177	3	katz	katz	PROPN
cblr-3425	177	4	,	,	PUNCT
cblr-3425	177	5	supra	supra	PROPN
cblr-3425	177	6	note	note	PROPN
cblr-3425	177	7	22	22	NUM
cblr-3425	177	8	,	,	PUNCT
cblr-3425	177	9	at	at	ADP
cblr-3425	177	10	949–53	949–53	NUM
cblr-3425	177	11	.	.	PUNCT
cblr-3425	178	1	39	39	NUM
cblr-3425	179	1	i	i	PRON
cblr-3425	179	2	d.	d.	PROPN
cblr-3425	179	3	while	while	SCONJ
cblr-3425	179	4	machine	machine	NOUN
cblr-3425	179	5	learning	learning	NOUN
cblr-3425	179	6	models	model	NOUN
cblr-3425	179	7	do	do	AUX
cblr-3425	179	8	not	not	PART
cblr-3425	179	9	necessarily	necessarily	ADV
cblr-3425	179	10	require	require	VERB
cblr-3425	179	11	the	the	DET
cblr-3425	179	12	user	user	NOUN
cblr-3425	179	13	to	to	PART
cblr-3425	179	14	prespecify	prespecify	VERB
cblr-3425	179	15	a	a	DET
cblr-3425	179	16	relationship	relationship	NOUN
cblr-3425	179	17	between	between	ADP
cblr-3425	179	18	the	the	DET
cblr-3425	179	19	variables	variable	NOUN
cblr-3425	179	20	in	in	ADP
cblr-3425	179	21	the	the	DET
cblr-3425	179	22	model	model	NOUN
cblr-3425	179	23	,	,	PUNCT
cblr-3425	179	24	the	the	DET
cblr-3425	179	25	user	user	NOUN
cblr-3425	179	26	must	must	AUX
cblr-3425	179	27	still	still	ADV
cblr-3425	179	28	select	select	VERB
cblr-3425	179	29	the	the	DET
cblr-3425	179	30	data	datum	NOUN
cblr-3425	179	31	upon	upon	SCONJ
cblr-3425	179	32	which	which	PRON
cblr-3425	179	33	the	the	DET
cblr-3425	179	34	model	model	NOUN
cblr-3425	179	35	is	be	AUX
cblr-3425	179	36	trained	train	VERB
cblr-3425	179	37	.	.	PUNCT
cblr-3425	180	1	for	for	ADP
cblr-3425	180	2	a	a	DET
cblr-3425	180	3	discussion	discussion	NOUN
cblr-3425	180	4	of	of	ADP
cblr-3425	180	5	the	the	DET
cblr-3425	180	6	risks	risk	NOUN
cblr-3425	180	7	associated	associate	VERB
cblr-3425	180	8	with	with	ADP
cblr-3425	180	9	the	the	DET
cblr-3425	180	10	“	"	PUNCT
cblr-3425	180	11	black	black	ADJ
cblr-3425	180	12	box	box	NOUN
cblr-3425	180	13	”	"	PUNCT
cblr-3425	180	14	nature	nature	NOUN
cblr-3425	180	15	of	of	ADP
cblr-3425	180	16	machine	machine	NOUN
cblr-3425	180	17	learning	learning	NOUN
cblr-3425	180	18	models	model	NOUN
cblr-3425	180	19	,	,	PUNCT
cblr-3425	180	20	see	see	VERB
cblr-3425	180	21	infra	infra	NOUN
cblr-3425	180	22	section	section	NOUN
cblr-3425	180	23	iii.c.1	iii.c.1	PROPN
cblr-3425	180	24	.	.	PROPN
cblr-3425	181	1	40	40	NUM
cblr-3425	181	2	see	see	PROPN
cblr-3425	181	3	katz	katz	PROPN
cblr-3425	181	4	,	,	PUNCT
cblr-3425	181	5	supra	supra	PROPN
cblr-3425	181	6	note	note	PROPN
cblr-3425	181	7	22	22	NUM
cblr-3425	181	8	,	,	PUNCT
cblr-3425	181	9	at	at	ADP
cblr-3425	181	10	945	945	NUM
cblr-3425	181	11	;	;	PUNCT
cblr-3425	181	12	john	john	PROPN
cblr-3425	181	13	o.	o.	PROPN
cblr-3425	181	14	mcginnis	mcginnis	PROPN
cblr-3425	181	15	&	&	CCONJ
cblr-3425	181	16	russell	russell	PROPN
cblr-3425	181	17	g.	g.	PROPN
cblr-3425	181	18	pearce	pearce	PROPN
cblr-3425	181	19	,	,	PUNCT
cblr-3425	181	20	the	the	DET
cblr-3425	181	21	great	great	ADJ
cblr-3425	181	22	disruption	disruption	NOUN
cblr-3425	181	23	:	:	PUNCT
cblr-3425	181	24	how	how	SCONJ
cblr-3425	181	25	machine	machine	NOUN
cblr-3425	181	26	intelligence	intelligence	NOUN
cblr-3425	181	27	will	will	AUX
cblr-3425	181	28	transform	transform	VERB
cblr-3425	181	29	the	the	DET
cblr-3425	181	30	role	role	NOUN
cblr-3425	181	31	of	of	ADP
cblr-3425	181	32	lawyers	lawyer	NOUN
cblr-3425	181	33	in	in	ADP
cblr-3425	181	34	the	the	DET
cblr-3425	181	35	delivery	delivery	NOUN
cblr-3425	181	36	of	of	ADP
cblr-3425	181	37	legal	legal	ADJ
cblr-3425	181	38	services	service	NOUN
cblr-3425	181	39	,	,	PUNCT
cblr-3425	181	40	82	82	NUM
cblr-3425	181	41	fordham	fordham	PROPN
cblr-3425	181	42	l.	l.	PROPN
cblr-3425	181	43	rev	rev	PROPN
cblr-3425	181	44	.	.	PROPN
cblr-3425	181	45	3041	3041	NUM
cblr-3425	181	46	,	,	PUNCT
cblr-3425	181	47	3047–48	3047–48	NUM
cblr-3425	181	48	(	(	PUNCT
cblr-3425	181	49	2014	2014	NUM
cblr-3425	181	50	)	)	PUNCT
cblr-3425	181	51	;	;	PUNCT
cblr-3425	181	52	mark	mark	NOUN
cblr-3425	181	53	mckamey	mckamey	NOUN
cblr-3425	181	54	,	,	PUNCT
cblr-3425	181	55	legal	legal	ADJ
cblr-3425	181	56	technology	technology	NOUN
cblr-3425	181	57	:	:	PUNCT
cblr-3425	181	58	artificial	artificial	ADJ
cblr-3425	181	59	intelligence	intelligence	NOUN
cblr-3425	181	60	and	and	CCONJ
cblr-3425	181	61	the	the	DET
cblr-3425	181	62	future	future	NOUN
cblr-3425	181	63	of	of	ADP
cblr-3425	181	64	law	law	NOUN
cblr-3425	181	65	practice	practice	NOUN
cblr-3425	181	66	,	,	PUNCT
cblr-3425	181	67	22	22	NUM
cblr-3425	181	68	appeal	appeal	NOUN
cblr-3425	181	69	45	45	NUM
cblr-3425	181	70	,	,	PUNCT
cblr-3425	181	71	49	49	NUM
cblr-3425	181	72	(	(	PUNCT
cblr-3425	181	73	2017	2017	NUM
cblr-3425	181	74	)	)	PUNCT
cblr-3425	181	75	.	.	PUNCT
cblr-3425	182	1	41	41	NUM
cblr-3425	182	2	see	see	VERB
cblr-3425	182	3	mcginnis	mcginnis	PROPN
cblr-3425	182	4	&	&	CCONJ
cblr-3425	182	5	pearce	pearce	PROPN
cblr-3425	182	6	,	,	PUNCT
cblr-3425	182	7	supra	supra	PROPN
cblr-3425	182	8	note	note	PROPN
cblr-3425	182	9	40	40	NUM
cblr-3425	182	10	,	,	PUNCT
cblr-3425	182	11	at	at	ADP
cblr-3425	182	12	3048–50	3048–50	NUM
cblr-3425	182	13	.	.	PUNCT
cblr-3425	183	1	42	42	NUM
cblr-3425	183	2	see	see	VERB
cblr-3425	183	3	anthony	anthony	PROPN
cblr-3425	183	4	j.	j.	PROPN
cblr-3425	183	5	casey	casey	PROPN
cblr-3425	183	6	&	&	CCONJ
cblr-3425	183	7	anthony	anthony	PROPN
cblr-3425	183	8	niblett	niblett	PROPN
cblr-3425	183	9	,	,	PUNCT
cblr-3425	183	10	the	the	DET
cblr-3425	183	11	death	death	NOUN
cblr-3425	183	12	of	of	ADP
cblr-3425	183	13	rules	rule	NOUN
cblr-3425	183	14	and	and	CCONJ
cblr-3425	183	15	standards	standard	NOUN
cblr-3425	183	16	,	,	PUNCT
cblr-3425	183	17	92	92	NUM
cblr-3425	183	18	ind	ind	NOUN
cblr-3425	183	19	.	.	PUNCT
cblr-3425	184	1	l.j	l.j	PROPN
cblr-3425	184	2	.	.	PROPN
cblr-3425	184	3	1401	1401	NUM
cblr-3425	184	4	,	,	PUNCT
cblr-3425	184	5	1428	1428	NUM
cblr-3425	184	6	(	(	PUNCT
cblr-3425	184	7	2017	2017	NUM
cblr-3425	184	8	)	)	PUNCT
cblr-3425	184	9	.	.	PUNCT
cblr-3425	185	1	43	43	NUM
cblr-3425	185	2	see	see	VERB
cblr-3425	185	3	social	social	ADJ
cblr-3425	185	4	-	-	PUNCT
cblr-3425	185	5	enriched	enrich	VERB
cblr-3425	185	6	voir	voir	X
cblr-3425	185	7	dire	dire	X
cblr-3425	185	8	,	,	PUNCT
cblr-3425	185	9	vijilent	vijilent	ADJ
cblr-3425	185	10	,	,	PUNCT
cblr-3425	185	11	https://www.vijilent.com/	https://www.vijilent.com/	ADJ
cblr-3425	185	12	jury	jury	NOUN
cblr-3425	185	13	-	-	PUNCT
cblr-3425	185	14	selection	selection	NOUN
cblr-3425	185	15	[	[	X
cblr-3425	185	16	https://perma.cc/qdp5-wrnj	https://perma.cc/qdp5-wrnj	PROPN
cblr-3425	185	17	]	]	X
cblr-3425	185	18	;	;	PUNCT
cblr-3425	185	19	voltaire	voltaire	NOUN
cblr-3425	185	20	,	,	PUNCT
cblr-3425	185	21	https://voltaire	https://voltaire	VERB
cblr-3425	185	22	app.com	app.com	X
cblr-3425	185	23	[	[	X
cblr-3425	185	24	https://perma.cc/ng3r-a5pm	https://perma.cc/ng3r-a5pm	X
cblr-3425	185	25	]	]	PUNCT
cblr-3425	185	26	.	.	PUNCT
cblr-3425	186	1	voltaire	voltaire	NOUN
cblr-3425	186	2	is	be	AUX
cblr-3425	186	3	a	a	DET
cblr-3425	186	4	technology	technology	NOUN
cblr-3425	186	5	system	system	NOUN
cblr-3425	186	6	for	for	ADP
cblr-3425	186	7	jury	jury	NOUN
cblr-3425	186	8	selection	selection	NOUN
cblr-3425	186	9	that	that	PRON
cblr-3425	186	10	is	be	AUX
cblr-3425	186	11	powered	power	VERB
cblr-3425	186	12	by	by	ADP
cblr-3425	186	13	machine	machine	NOUN
cblr-3425	186	14	learning	learning	NOUN
cblr-3425	186	15	.	.	PUNCT
cblr-3425	187	1	see	see	VERB
cblr-3425	187	2	i	i	PRON
cblr-3425	187	3	d.	d.	PROPN
cblr-3425	187	4	44	44	NUM
cblr-3425	187	5	see	see	VERB
cblr-3425	187	6	katz	katz	PROPN
cblr-3425	187	7	,	,	PUNCT
cblr-3425	187	8	supra	supra	PROPN
cblr-3425	187	9	note	note	PROPN
cblr-3425	187	10	22	22	NUM
cblr-3425	187	11	,	,	PUNCT
cblr-3425	187	12	at	at	ADP
cblr-3425	187	13	936–39	936–39	NUM
cblr-3425	187	14	;	;	PUNCT
cblr-3425	187	15	andrew	andrew	PROPN
cblr-3425	187	16	d.	d.	PROPN
cblr-3425	187	17	martin	martin	PROPN
cblr-3425	187	18	,	,	PUNCT
cblr-3425	187	19	kevin	kevin	PROPN
cblr-3425	187	20	m.	m.	PROPN
cblr-3425	187	21	quinn	quinn	PROPN
cblr-3425	187	22	,	,	PUNCT
cblr-3425	187	23	theodore	theodore	PROPN
cblr-3425	187	24	w.	w.	PROPN
cblr-3425	187	25	ruger	ruger	PROPN
cblr-3425	187	26	&	&	CCONJ
cblr-3425	187	27	pauline	pauline	PROPN
cblr-3425	187	28	t.	t.	PROPN
cblr-3425	187	29	kim	kim	PROPN
cblr-3425	187	30	,	,	PUNCT
cblr-3425	187	31	competing	compete	VERB
cblr-3425	187	32	approaches	approach	NOUN
cblr-3425	187	33	to	to	ADP
cblr-3425	187	34	predicting	predict	VERB
cblr-3425	187	35	supreme	supreme	PROPN
cblr-3425	187	36	court	court	PROPN
cblr-3425	187	37	decision	decision	NOUN
cblr-3425	187	38	making	making	NOUN
cblr-3425	187	39	,	,	PUNCT
cblr-3425	187	40	2	2	NUM
cblr-3425	187	41	persp	persp	NOUN
cblr-3425	187	42	.	.	PUNCT
cblr-3425	188	1	on	on	ADP
cblr-3425	188	2	pol	pol	PROPN
cblr-3425	188	3	.	.	PUNCT
cblr-3425	188	4	761	761	NUM
cblr-3425	188	5	,	,	PUNCT
cblr-3425	188	6	761	761	NUM
cblr-3425	188	7	(	(	PUNCT
cblr-3425	188	8	2004	2004	NUM
cblr-3425	188	9	)	)	PUNCT
cblr-3425	188	10	;	;	PUNCT
cblr-3425	188	11	mcginnis	mcginnis	PROPN
cblr-3425	188	12	&	&	CCONJ
cblr-3425	188	13	pearce	pearce	PROPN
cblr-3425	188	14	,	,	PUNCT
cblr-3425	188	15	supra	supra	PROPN
cblr-3425	188	16	note	note	PROPN
cblr-3425	188	17	40	40	NUM
cblr-3425	188	18	,	,	PUNCT
cblr-3425	188	19	at	at	ADP
cblr-3425	188	20	3052–53	3052–53	NUM
cblr-3425	188	21	;	;	PUNCT
cblr-3425	188	22	theodore	theodore	PROPN
cblr-3425	188	23	w.	w.	PROPN
cblr-3425	188	24	ruger	ruger	PROPN
cblr-3425	188	25	,	,	PUNCT
cblr-3425	188	26	636	636	NUM
cblr-3425	188	27	columbia	columbia	PROPN
cblr-3425	188	28	business	business	NOUN
cblr-3425	188	29	law	law	PROPN
cblr-3425	188	30	review	review	NOUN
cblr-3425	189	1	[	[	X
cblr-3425	189	2	vol	vol	NOUN
cblr-3425	189	3	.	.	NOUN
cblr-3425	189	4	2019	2019	NUM
cblr-3425	189	5	companies45	companies45	NOUN
cblr-3425	189	6	are	be	AUX
cblr-3425	189	7	now	now	ADV
cblr-3425	189	8	using	use	VERB
cblr-3425	189	9	machine	machine	NOUN
cblr-3425	189	10	learning	learn	VERB
cblr-3425	189	11	to	to	PART
cblr-3425	189	12	engage	engage	VERB
cblr-3425	189	13	in	in	ADP
cblr-3425	189	14	case	case	NOUN
cblr-3425	189	15	prediction.46	prediction.46	PROPN
cblr-3425	189	16	notable	notable	ADJ
cblr-3425	189	17	among	among	ADP
cblr-3425	189	18	these	these	DET
cblr-3425	189	19	companies	company	NOUN
cblr-3425	189	20	is	be	AUX
cblr-3425	189	21	judicata.47	judicata.47	PROPN
cblr-3425	189	22	judicata	judicata	NOUN
cblr-3425	189	23	has	have	AUX
cblr-3425	189	24	built	build	VERB
cblr-3425	189	25	a	a	DET
cblr-3425	189	26	machine	machine	NOUN
cblr-3425	189	27	learning	learning	NOUN
cblr-3425	189	28	prediction	prediction	NOUN
cblr-3425	189	29	model	model	NOUN
cblr-3425	189	30	trained	train	VERB
cblr-3425	189	31	on	on	ADP
cblr-3425	189	32	publicly	publicly	ADV
cblr-3425	189	33	available	available	ADJ
cblr-3425	189	34	case	case	NOUN
cblr-3425	189	35	law	law	NOUN
cblr-3425	189	36	and	and	CCONJ
cblr-3425	189	37	opinions.48	opinions.48	PROPN
cblr-3425	189	38	users	user	NOUN
cblr-3425	189	39	upload	upload	VERB
cblr-3425	189	40	court	court	NOUN
cblr-3425	189	41	documents	document	NOUN
cblr-3425	189	42	for	for	ADP
cblr-3425	189	43	analysis	analysis	NOUN
cblr-3425	189	44	such	such	ADJ
cblr-3425	189	45	as	as	ADP
cblr-3425	189	46	motions	motion	NOUN
cblr-3425	189	47	and	and	CCONJ
cblr-3425	189	48	briefs	brief	NOUN
cblr-3425	189	49	as	as	ADV
cblr-3425	189	50	well	well	ADV
cblr-3425	189	51	as	as	ADP
cblr-3425	189	52	contextual	contextual	ADJ
cblr-3425	189	53	information	information	NOUN
cblr-3425	189	54	,	,	PUNCT
cblr-3425	189	55	such	such	ADJ
cblr-3425	189	56	as	as	ADP
cblr-3425	189	57	the	the	DET
cblr-3425	189	58	cause	cause	NOUN
cblr-3425	189	59	of	of	ADP
cblr-3425	189	60	action	action	NOUN
cblr-3425	189	61	,	,	PUNCT
cblr-3425	189	62	the	the	DET
cblr-3425	189	63	identity	identity	NOUN
cblr-3425	189	64	of	of	ADP
cblr-3425	189	65	the	the	DET
cblr-3425	189	66	judge	judge	NOUN
cblr-3425	189	67	,	,	PUNCT
cblr-3425	189	68	and	and	CCONJ
cblr-3425	189	69	the	the	DET
cblr-3425	189	70	location	location	NOUN
cblr-3425	189	71	of	of	ADP
cblr-3425	189	72	the	the	DET
cblr-3425	189	73	court.49	court.49	PROPN
cblr-3425	189	74	judicata	judicata	NOUN
cblr-3425	189	75	analyzes	analyze	VERB
cblr-3425	189	76	the	the	DET
cblr-3425	189	77	document	document	NOUN
cblr-3425	189	78	and	and	CCONJ
cblr-3425	189	79	generates	generate	VERB
cblr-3425	189	80	a	a	DET
cblr-3425	189	81	report	report	NOUN
cblr-3425	189	82	that	that	PRON
cblr-3425	189	83	assess	assess	VERB
cblr-3425	189	84	the	the	DET
cblr-3425	189	85	document	document	NOUN
cblr-3425	189	86	in	in	ADP
cblr-3425	189	87	three	three	NUM
cblr-3425	189	88	categories	category	NOUN
cblr-3425	189	89	:	:	PUNCT
cblr-3425	189	90	drafting	drafting	NOUN
cblr-3425	189	91	,	,	PUNCT
cblr-3425	189	92	arguments	argument	NOUN
cblr-3425	189	93	,	,	PUNCT
cblr-3425	189	94	and	and	CCONJ
cblr-3425	189	95	context.50	context.50	PROPN
cblr-3425	189	96	with	with	ADP
cblr-3425	189	97	respect	respect	NOUN
cblr-3425	189	98	to	to	ADP
cblr-3425	189	99	drafting	drafting	NOUN
cblr-3425	189	100	,	,	PUNCT
cblr-3425	189	101	judicata	judicata	NOUN
cblr-3425	189	102	analyzes	analyze	VERB
cblr-3425	189	103	the	the	DET
cblr-3425	189	104	document	document	NOUN
cblr-3425	189	105	’s	’s	PART
cblr-3425	189	106	citations	citation	NOUN
cblr-3425	189	107	and	and	CCONJ
cblr-3425	189	108	quotes	quote	NOUN
cblr-3425	189	109	for	for	ADP
cblr-3425	189	110	errors	error	NOUN
cblr-3425	189	111	and	and	CCONJ
cblr-3425	189	112	potentially	potentially	ADV
cblr-3425	189	113	pauline	pauline	PROPN
cblr-3425	189	114	t.	t.	PROPN
cblr-3425	189	115	kim	kim	PROPN
cblr-3425	189	116	,	,	PUNCT
cblr-3425	189	117	andrew	andrew	PROPN
cblr-3425	189	118	d.	d.	PROPN
cblr-3425	189	119	martin	martin	PROPN
cblr-3425	189	120	&	&	CCONJ
cblr-3425	189	121	kevin	kevin	PROPN
cblr-3425	189	122	m.	m.	PROPN
cblr-3425	189	123	quinn	quinn	PROPN
cblr-3425	189	124	,	,	PUNCT
cblr-3425	189	125	the	the	DET
cblr-3425	189	126	supreme	supreme	PROPN
cblr-3425	189	127	court	court	PROPN
cblr-3425	189	128	forecasting	forecasting	NOUN
cblr-3425	189	129	project	project	NOUN
cblr-3425	189	130	:	:	PUNCT
cblr-3425	189	131	legal	legal	ADJ
cblr-3425	189	132	and	and	CCONJ
cblr-3425	189	133	political	political	ADJ
cblr-3425	189	134	science	science	NOUN
cblr-3425	189	135	approaches	approach	NOUN
cblr-3425	189	136	to	to	ADP
cblr-3425	189	137	predicting	predict	VERB
cblr-3425	189	138	supreme	supreme	PROPN
cblr-3425	189	139	court	court	PROPN
cblr-3425	189	140	decisionmaking	decisionmaking	NOUN
cblr-3425	189	141	,	,	PUNCT
cblr-3425	189	142	104	104	NUM
cblr-3425	189	143	colum	colum	NOUN
cblr-3425	189	144	.	.	PUNCT
cblr-3425	190	1	l.	l.	PROPN
cblr-3425	190	2	rev	rev	PROPN
cblr-3425	190	3	.	.	PROPN
cblr-3425	190	4	1150	1150	NUM
cblr-3425	190	5	,	,	PUNCT
cblr-3425	190	6	1151–59	1151–59	NUM
cblr-3425	190	7	(	(	PUNCT
cblr-3425	190	8	2004	2004	NUM
cblr-3425	190	9	)	)	PUNCT
cblr-3425	190	10	;	;	PUNCT
cblr-3425	190	11	surden	surden	VERB
cblr-3425	190	12	,	,	PUNCT
cblr-3425	190	13	supra	supra	PROPN
cblr-3425	190	14	note	note	PROPN
cblr-3425	190	15	35	35	NUM
cblr-3425	190	16	,	,	PUNCT
cblr-3425	190	17	at	at	ADP
cblr-3425	190	18	108–10	108–10	NUM
cblr-3425	190	19	;	;	PUNCT
cblr-3425	190	20	dana	dana	PROPN
cblr-3425	190	21	remus	remus	PROPN
cblr-3425	190	22	&	&	CCONJ
cblr-3425	190	23	frank	frank	PROPN
cblr-3425	190	24	levy	levy	PROPN
cblr-3425	190	25	,	,	PUNCT
cblr-3425	190	26	can	can	AUX
cblr-3425	190	27	robots	robot	NOUN
cblr-3425	190	28	be	be	AUX
cblr-3425	190	29	lawyers	lawyer	NOUN
cblr-3425	190	30	?	?	PUNCT
cblr-3425	191	1	computers	computer	NOUN
cblr-3425	191	2	,	,	PUNCT
cblr-3425	191	3	lawyers	lawyer	NOUN
cblr-3425	191	4	,	,	PUNCT
cblr-3425	191	5	and	and	CCONJ
cblr-3425	191	6	the	the	DET
cblr-3425	191	7	practice	practice	NOUN
cblr-3425	191	8	of	of	ADP
cblr-3425	191	9	law	law	NOUN
cblr-3425	191	10	30	30	NUM
cblr-3425	191	11	(	(	PUNCT
cblr-3425	191	12	nov	nov	PROPN
cblr-3425	191	13	.	.	PROPN
cblr-3425	191	14	27	27	NUM
cblr-3425	191	15	,	,	PUNCT
cblr-3425	191	16	2016	2016	NUM
cblr-3425	191	17	)	)	PUNCT
cblr-3425	191	18	(	(	PUNCT
cblr-3425	191	19	unpublished	unpublished	ADJ
cblr-3425	191	20	manuscript	manuscript	NOUN
cblr-3425	191	21	)	)	PUNCT
cblr-3425	191	22	,	,	PUNCT
cblr-3425	191	23	https://papers.ssrn.com/sol3/papers.cfm	https://papers.ssrn.com/sol3/papers.cfm	PROPN
cblr-3425	191	24	?	?	PUNCT
cblr-3425	192	1	abstract_id=2701092	abstract_id=2701092	PROPN
cblr-3425	193	1	[	[	X
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cblr-3425	193	3	]	]	X
cblr-3425	193	4	;	;	PUNCT
cblr-3425	193	5	daniel	daniel	PROPN
cblr-3425	193	6	martin	martin	PROPN
cblr-3425	193	7	katz	katz	PROPN
cblr-3425	193	8	,	,	PUNCT
cblr-3425	193	9	michael	michael	PROPN
cblr-3425	193	10	j.	j.	PROPN
cblr-3425	193	11	bommarito	bommarito	PROPN
cblr-3425	193	12	ii	ii	PROPN
cblr-3425	193	13	&	&	CCONJ
cblr-3425	193	14	josh	josh	PROPN
cblr-3425	193	15	blackman	blackman	PROPN
cblr-3425	193	16	,	,	PUNCT
cblr-3425	193	17	a	a	DET
cblr-3425	193	18	general	general	ADJ
cblr-3425	193	19	approach	approach	NOUN
cblr-3425	193	20	for	for	ADP
cblr-3425	193	21	predicting	predict	VERB
cblr-3425	193	22	the	the	DET
cblr-3425	193	23	behavior	behavior	NOUN
cblr-3425	193	24	of	of	ADP
cblr-3425	193	25	the	the	DET
cblr-3425	193	26	supreme	supreme	PROPN
cblr-3425	193	27	court	court	PROPN
cblr-3425	193	28	of	of	ADP
cblr-3425	193	29	the	the	DET
cblr-3425	193	30	united	united	PROPN
cblr-3425	193	31	states	states	PROPN
cblr-3425	193	32	,	,	PUNCT
cblr-3425	193	33	plos	plos	PROPN
cblr-3425	193	34	one	one	NUM
cblr-3425	193	35	(	(	PUNCT
cblr-3425	193	36	apr	apr	PROPN
cblr-3425	193	37	.	.	PROPN
cblr-3425	193	38	12	12	NUM
cblr-3425	193	39	,	,	PUNCT
cblr-3425	193	40	2017	2017	NUM
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cblr-3425	193	42	,	,	PUNCT
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cblr-3425	194	1	[	[	X
cblr-3425	194	2	https://perma.cc/jmq4-eg48	https://perma.cc/jmq4-eg48	X
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cblr-3425	194	4	.	.	PUNCT
cblr-3425	195	1	45	45	NUM
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cblr-3425	195	10	conducted	conduct	VERB
cblr-3425	195	11	by	by	ADP
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cblr-3425	195	13	author	author	NOUN
cblr-3425	195	14	,	,	PUNCT
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cblr-3425	196	14	for	for	ADP
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cblr-3425	196	17	,	,	PUNCT
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cblr-3425	196	21	from	from	ADP
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cblr-3425	196	24	.	.	PUNCT
cblr-3425	197	1	notes	note	NOUN
cblr-3425	197	2	from	from	ADP
cblr-3425	197	3	each	each	DET
cblr-3425	197	4	interview	interview	NOUN
cblr-3425	197	5	are	be	AUX
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cblr-3425	197	10	columbia	columbia	PROPN
cblr-3425	197	11	business	business	PROPN
cblr-3425	197	12	law	law	PROPN
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cblr-3425	197	14	.	.	PUNCT
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cblr-3425	198	9	[	[	X
cblr-3425	198	10	https://perma	https://perma	X
cblr-3425	198	11	.cc	.cc	SYM
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cblr-3425	198	13	f37m	f37m	NOUN
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cblr-3425	198	18	premonition	premonition	NOUN
cblr-3425	198	19	,	,	PUNCT
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cblr-3425	198	21	[	[	X
cblr-3425	198	22	https://perma	https://perma	X
cblr-3425	198	23	.	.	PUNCT
cblr-3425	198	24	cc	cc	NOUN
cblr-3425	198	25	/	/	SYM
cblr-3425	198	26	wfs3	wfs3	PROPN
cblr-3425	198	27	-	-	PUNCT
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cblr-3425	198	30	;	;	PUNCT
cblr-3425	198	31	ravel	ravel	NOUN
cblr-3425	198	32	,	,	PUNCT
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cblr-3425	199	1	[	[	X
cblr-3425	199	2	https://perma.cc/4aht-vhvb	https://perma.cc/4aht-vhvb	X
cblr-3425	199	3	]	]	X
cblr-3425	199	4	.	.	PUNCT
cblr-3425	200	1	47	47	NUM
cblr-3425	200	2	see	see	VERB
cblr-3425	200	3	judicata	judicata	NOUN
cblr-3425	200	4	,	,	PUNCT
cblr-3425	200	5	https://www.judicata.com	https://www.judicata.com	X
cblr-3425	201	1	[	[	X
cblr-3425	201	2	https://perma.cc/2pzp3t6a	https://perma.cc/2pzp3t6a	X
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cblr-3425	201	4	;	;	PUNCT
cblr-3425	201	5	see	see	VERB
cblr-3425	201	6	also	also	ADV
cblr-3425	201	7	itai	itai	PROPN
cblr-3425	201	8	gurari	gurari	PROPN
cblr-3425	201	9	,	,	PUNCT
cblr-3425	201	10	from	from	ADP
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cblr-3425	201	12	lawyers	lawyer	NOUN
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cblr-3425	201	15	outcomes	outcome	NOUN
cblr-3425	201	16	,	,	PUNCT
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cblr-3425	201	18	judicata	judicata	NOUN
cblr-3425	201	19	blog	blog	NOUN
cblr-3425	201	20	(	(	PUNCT
cblr-3425	201	21	feb	feb	PROPN
cblr-3425	201	22	.	.	PROPN
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cblr-3425	201	24	,	,	PUNCT
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cblr-3425	201	29	(	(	PUNCT
cblr-3425	201	30	on	on	ADP
cblr-3425	201	31	file	file	NOUN
cblr-3425	201	32	with	with	ADP
cblr-3425	201	33	the	the	DET
cblr-3425	201	34	columbia	columbia	PROPN
cblr-3425	201	35	business	business	PROPN
cblr-3425	201	36	law	law	PROPN
cblr-3425	201	37	review	review	PROPN
cblr-3425	201	38	)	)	PUNCT
cblr-3425	201	39	;	;	PUNCT
cblr-3425	201	40	beth	beth	PROPN
cblr-3425	201	41	hoover	hoover	PROPN
cblr-3425	201	42	,	,	PUNCT
cblr-3425	201	43	judge	judge	NOUN
cblr-3425	201	44	insights	insight	NOUN
cblr-3425	201	45	:	:	PUNCT
cblr-3425	201	46	understanding	understand	VERB
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cblr-3425	201	48	forest	forest	NOUN
cblr-3425	201	49	and	and	CCONJ
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cblr-3425	201	54	judicata	judicata	NOUN
cblr-3425	201	55	blog	blog	NOUN
cblr-3425	201	56	(	(	PUNCT
cblr-3425	201	57	june	june	PROPN
cblr-3425	201	58	28	28	NUM
cblr-3425	201	59	,	,	PUNCT
cblr-3425	201	60	2017	2017	NUM
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cblr-3425	201	62	,	,	PUNCT
cblr-3425	201	63	https://blog.judicata.com/judge-insights-understanding-the-forestand-the-trees-c3164b767a4c	https://blog.judicata.com/judge-insights-understanding-the-forestand-the-trees-c3164b767a4c	NOUN
cblr-3425	201	64	(	(	PUNCT
cblr-3425	201	65	on	on	ADP
cblr-3425	201	66	file	file	NOUN
cblr-3425	201	67	with	with	ADP
cblr-3425	201	68	the	the	DET
cblr-3425	201	69	columbia	columbia	PROPN
cblr-3425	201	70	business	business	PROPN
cblr-3425	201	71	law	law	PROPN
cblr-3425	201	72	review	review	PROPN
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cblr-3425	202	1	48	48	NUM
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cblr-3425	202	3	interview	interview	NOUN
cblr-3425	202	4	with	with	ADP
cblr-3425	202	5	judicata	judicata	NOUN
cblr-3425	202	6	representatives	representative	NOUN
cblr-3425	202	7	(	(	PUNCT
cblr-3425	202	8	apr	apr	PROPN
cblr-3425	202	9	.	.	PROPN
cblr-3425	202	10	2	2	NUM
cblr-3425	202	11	,	,	PUNCT
cblr-3425	202	12	2018	2018	NUM
cblr-3425	202	13	)	)	PUNCT
cblr-3425	202	14	.	.	PUNCT
cblr-3425	203	1	49	49	NUM
cblr-3425	204	1	i	i	PRON
cblr-3425	204	2	d.	d.	VERB
cblr-3425	204	3	50	50	NUM
cblr-3425	205	1	i	i	PRON
cblr-3425	205	2	d.	d.	PROPN
cblr-3425	205	3	no	no	INTJ
cblr-3425	205	4	.	.	PUNCT
cblr-3425	205	5	2:621	2:621	NUM
cblr-3425	205	6	]	]	X
cblr-3425	205	7	predictive	predictive	ADJ
cblr-3425	205	8	contracting	contracting	NOUN
cblr-3425	205	9	637	637	NUM
cblr-3425	205	10	recommends	recommend	VERB
cblr-3425	205	11	better	well	ADJ
cblr-3425	205	12	sources.51	sources.51	NOUN
cblr-3425	205	13	with	with	ADP
cblr-3425	205	14	respect	respect	NOUN
cblr-3425	205	15	to	to	ADP
cblr-3425	205	16	arguments	argument	NOUN
cblr-3425	205	17	,	,	PUNCT
cblr-3425	205	18	the	the	DET
cblr-3425	205	19	system	system	NOUN
cblr-3425	205	20	breaks	break	VERB
cblr-3425	205	21	the	the	DET
cblr-3425	205	22	document	document	NOUN
cblr-3425	205	23	down	down	ADP
cblr-3425	205	24	into	into	ADP
cblr-3425	205	25	its	its	PRON
cblr-3425	205	26	constituent	constituent	ADJ
cblr-3425	205	27	arguments	argument	NOUN
cblr-3425	205	28	and	and	CCONJ
cblr-3425	205	29	displays	display	VERB
cblr-3425	205	30	the	the	DET
cblr-3425	205	31	statistical	statistical	ADJ
cblr-3425	205	32	favorability	favorability	NOUN
cblr-3425	205	33	of	of	ADP
cblr-3425	205	34	those	those	DET
cblr-3425	205	35	arguments	argument	NOUN
cblr-3425	205	36	based	base	VERB
cblr-3425	205	37	on	on	ADP
cblr-3425	205	38	past	past	ADJ
cblr-3425	205	39	cases.52	cases.52	NOUN
cblr-3425	205	40	the	the	DET
cblr-3425	205	41	system	system	NOUN
cblr-3425	205	42	can	can	AUX
cblr-3425	205	43	also	also	ADV
cblr-3425	205	44	recommend	recommend	VERB
cblr-3425	205	45	missing	miss	VERB
cblr-3425	205	46	arguments	argument	NOUN
cblr-3425	205	47	that	that	SCONJ
cblr-3425	205	48	it	it	PRON
cblr-3425	205	49	believes	believe	VERB
cblr-3425	205	50	should	should	AUX
cblr-3425	205	51	be	be	AUX
cblr-3425	205	52	in	in	ADP
cblr-3425	205	53	the	the	DET
cblr-3425	205	54	document.53	document.53	NOUN
cblr-3425	205	55	lastly	lastly	ADV
cblr-3425	205	56	,	,	PUNCT
cblr-3425	205	57	with	with	ADP
cblr-3425	205	58	respect	respect	NOUN
cblr-3425	205	59	to	to	ADP
cblr-3425	205	60	context	context	NOUN
cblr-3425	205	61	,	,	PUNCT
cblr-3425	205	62	judicata	judicata	NOUN
cblr-3425	205	63	will	will	AUX
cblr-3425	205	64	provide	provide	VERB
cblr-3425	205	65	the	the	DET
cblr-3425	205	66	user	user	NOUN
cblr-3425	205	67	with	with	ADP
cblr-3425	205	68	information	information	NOUN
cblr-3425	205	69	on	on	ADP
cblr-3425	205	70	the	the	DET
cblr-3425	205	71	outcomes	outcome	NOUN
cblr-3425	205	72	of	of	ADP
cblr-3425	205	73	past	past	ADJ
cblr-3425	205	74	cases	case	NOUN
cblr-3425	205	75	with	with	ADP
cblr-3425	205	76	similar	similar	ADJ
cblr-3425	205	77	contextual	contextual	ADJ
cblr-3425	205	78	characteristics.54	characteristics.54	NOUN
cblr-3425	205	79	in	in	ADP
cblr-3425	205	80	the	the	DET
cblr-3425	205	81	future	future	NOUN
cblr-3425	205	82	,	,	PUNCT
cblr-3425	205	83	the	the	DET
cblr-3425	205	84	company	company	NOUN
cblr-3425	205	85	plans	plan	VERB
cblr-3425	205	86	to	to	PART
cblr-3425	205	87	enable	enable	VERB
cblr-3425	205	88	the	the	DET
cblr-3425	205	89	system	system	NOUN
cblr-3425	205	90	to	to	PART
cblr-3425	205	91	generate	generate	VERB
cblr-3425	205	92	first	first	ADJ
cblr-3425	205	93	drafts	draft	NOUN
cblr-3425	205	94	of	of	ADP
cblr-3425	205	95	litigation	litigation	NOUN
cblr-3425	205	96	documents.55	documents.55	NOUN
cblr-3425	205	97	machine	machine	NOUN
cblr-3425	205	98	learning	learning	NOUN
cblr-3425	205	99	is	be	AUX
cblr-3425	205	100	also	also	ADV
cblr-3425	205	101	beginning	begin	VERB
cblr-3425	205	102	to	to	PART
cblr-3425	205	103	be	be	AUX
cblr-3425	205	104	applied	apply	VERB
cblr-3425	205	105	in	in	ADP
cblr-3425	205	106	the	the	DET
cblr-3425	205	107	contracting	contracting	NOUN
cblr-3425	205	108	context	context	NOUN
cblr-3425	205	109	.	.	PUNCT
cblr-3425	206	1	numerous	numerous	ADJ
cblr-3425	206	2	contract	contract	NOUN
cblr-3425	206	3	technology	technology	NOUN
cblr-3425	206	4	companies	company	NOUN
cblr-3425	206	5	are	be	AUX
cblr-3425	206	6	leveraging	leverage	VERB
cblr-3425	206	7	machine	machine	NOUN
cblr-3425	206	8	learning	learn	VERB
cblr-3425	206	9	to	to	PART
cblr-3425	206	10	provide	provide	VERB
cblr-3425	206	11	contract	contract	NOUN
cblr-3425	206	12	drafters	drafter	NOUN
cblr-3425	206	13	with	with	ADP
cblr-3425	206	14	insightful	insightful	ADJ
cblr-3425	206	15	analysis	analysis	NOUN
cblr-3425	206	16	.	.	PUNCT
cblr-3425	207	1	contract	contract	NOUN
cblr-3425	207	2	standards56	standards56	NOUN
cblr-3425	207	3	and	and	CCONJ
cblr-3425	207	4	legal	legal	ADJ
cblr-3425	207	5	robot57	robot57	NOUN
cblr-3425	207	6	are	be	AUX
cblr-3425	207	7	using	use	VERB
cblr-3425	207	8	machine	machine	NOUN
cblr-3425	207	9	learning	learn	VERB
cblr-3425	207	10	to	to	PART
cblr-3425	207	11	enhance	enhance	VERB
cblr-3425	207	12	compliance	compliance	NOUN
cblr-3425	207	13	efforts	effort	NOUN
cblr-3425	207	14	by	by	ADP
cblr-3425	207	15	creating	create	VERB
cblr-3425	207	16	a	a	DET
cblr-3425	207	17	map	map	NOUN
cblr-3425	207	18	of	of	ADP
cblr-3425	207	19	a	a	DET
cblr-3425	207	20	contract	contract	NOUN
cblr-3425	207	21	’s	’s	PART
cblr-3425	207	22	constituent	constituent	ADJ
cblr-3425	207	23	parts	part	NOUN
cblr-3425	207	24	that	that	PRON
cblr-3425	207	25	can	can	AUX
cblr-3425	207	26	be	be	AUX
cblr-3425	207	27	connected	connect	VERB
cblr-3425	207	28	with	with	ADP
cblr-3425	207	29	a	a	DET
cblr-3425	207	30	map	map	NOUN
cblr-3425	207	31	of	of	ADP
cblr-3425	207	32	an	an	DET
cblr-3425	207	33	area	area	NOUN
cblr-3425	207	34	of	of	ADP
cblr-3425	207	35	regulation	regulation	NOUN
cblr-3425	207	36	to	to	PART
cblr-3425	207	37	determine	determine	VERB
cblr-3425	207	38	if	if	SCONJ
cblr-3425	207	39	there	there	PRON
cblr-3425	207	40	are	be	VERB
cblr-3425	207	41	any	any	DET
cblr-3425	207	42	regulatory	regulatory	ADJ
cblr-3425	207	43	conflicts.58	conflicts.58	NOUN
cblr-3425	207	44	legal	legal	ADJ
cblr-3425	207	45	technology	technology	NOUN
cblr-3425	207	46	companies	company	NOUN
cblr-3425	207	47	are	be	AUX
cblr-3425	207	48	also	also	ADV
cblr-3425	207	49	using	use	VERB
cblr-3425	207	50	machine	machine	NOUN
cblr-3425	207	51	learning	learning	NOUN
cblr-3425	207	52	for	for	ADP
cblr-3425	207	53	predictive	predictive	ADJ
cblr-3425	207	54	analysis	analysis	NOUN
cblr-3425	207	55	.	.	PUNCT
cblr-3425	208	1	for	for	ADP
cblr-3425	208	2	example	example	NOUN
cblr-3425	208	3	,	,	PUNCT
cblr-3425	208	4	kira	kira	PROPN
cblr-3425	208	5	systems59	systems59	PROPN
cblr-3425	208	6	is	be	AUX
cblr-3425	208	7	working	work	VERB
cblr-3425	208	8	on	on	ADP
cblr-3425	208	9	a	a	DET
cblr-3425	208	10	machine	machine	NOUN
cblr-3425	208	11	learning	learn	VERB
cblr-3425	208	12	model	model	NOUN
cblr-3425	208	13	for	for	ADP
cblr-3425	208	14	risk	risk	NOUN
cblr-3425	208	15	prediction	prediction	NOUN
cblr-3425	208	16	in	in	ADP
cblr-3425	208	17	corporate	corporate	ADJ
cblr-3425	208	18	acquisitions.60	acquisitions.60	NOUN
cblr-3425	208	19	contract	contract	NOUN
cblr-3425	208	20	drafters	drafter	NOUN
cblr-3425	208	21	would	would	AUX
cblr-3425	208	22	be	be	AUX
cblr-3425	208	23	able	able	ADJ
cblr-3425	208	24	to	to	PART
cblr-3425	208	25	use	use	VERB
cblr-3425	208	26	this	this	DET
cblr-3425	208	27	model	model	NOUN
cblr-3425	208	28	to	to	PART
cblr-3425	208	29	identify	identify	VERB
cblr-3425	208	30	the	the	DET
cblr-3425	208	31	likelihood	likelihood	NOUN
cblr-3425	208	32	of	of	ADP
cblr-3425	208	33	litigation	litigation	NOUN
cblr-3425	208	34	risk	risk	NOUN
cblr-3425	208	35	associated	associate	VERB
cblr-3425	208	36	51	51	NUM
cblr-3425	209	1	i	i	PRON
cblr-3425	209	2	d.	d.	PROPN
cblr-3425	209	3	52	52	NUM
cblr-3425	210	1	i	i	PRON
cblr-3425	210	2	d.	d.	PROPN
cblr-3425	210	3	53	53	NUM
cblr-3425	211	1	i	i	PRON
cblr-3425	211	2	d.	d.	PROPN
cblr-3425	211	3	54	54	NUM
cblr-3425	212	1	i	i	PRON
cblr-3425	212	2	d.	d.	PROPN
cblr-3425	212	3	55	55	NUM
cblr-3425	213	1	i	i	PRON
cblr-3425	213	2	d.	d.	PROPN
cblr-3425	213	3	56	56	NUM
cblr-3425	213	4	contract	contract	NOUN
cblr-3425	213	5	standards	standard	NOUN
cblr-3425	213	6	,	,	PUNCT
cblr-3425	213	7	https://www.contractstandards.com/	https://www.contractstandards.com/	NOUN
cblr-3425	214	1	[	[	X
cblr-3425	214	2	https://perma.cc/8lag-ceh5	https://perma.cc/8lag-ceh5	PROPN
cblr-3425	214	3	]	]	X
cblr-3425	214	4	.	.	PUNCT
cblr-3425	215	1	57	57	NUM
cblr-3425	215	2	legal	legal	ADJ
cblr-3425	215	3	robot	robot	NOUN
cblr-3425	215	4	,	,	PUNCT
cblr-3425	215	5	https://www.legalrobot.com/	https://www.legalrobot.com/	NOUN
cblr-3425	216	1	[	[	X
cblr-3425	216	2	https://perma.cc/vp2fhymg	https://perma.cc/vp2fhymg	X
cblr-3425	216	3	]	]	X
cblr-3425	216	4	.	.	PUNCT
cblr-3425	217	1	58	58	NUM
cblr-3425	217	2	telephone	telephone	NOUN
cblr-3425	217	3	interview	interview	NOUN
cblr-3425	217	4	with	with	ADP
cblr-3425	217	5	contract	contract	NOUN
cblr-3425	217	6	standards	standard	NOUN
cblr-3425	217	7	representative	representative	NOUN
cblr-3425	217	8	(	(	PUNCT
cblr-3425	217	9	mar	mar	PROPN
cblr-3425	217	10	.	.	PROPN
cblr-3425	217	11	6	6	NUM
cblr-3425	217	12	,	,	PUNCT
cblr-3425	217	13	2018	2018	NUM
cblr-3425	217	14	)	)	PUNCT
cblr-3425	217	15	;	;	PUNCT
cblr-3425	217	16	telephone	telephone	NOUN
cblr-3425	217	17	interview	interview	NOUN
cblr-3425	217	18	with	with	ADP
cblr-3425	217	19	legal	legal	ADJ
cblr-3425	217	20	robot	robot	NOUN
cblr-3425	217	21	representative	representative	NOUN
cblr-3425	217	22	(	(	PUNCT
cblr-3425	217	23	mar	mar	PROPN
cblr-3425	217	24	.	.	PROPN
cblr-3425	217	25	14	14	NUM
cblr-3425	217	26	,	,	PUNCT
cblr-3425	217	27	2018	2018	NUM
cblr-3425	217	28	)	)	PUNCT
cblr-3425	217	29	.	.	PUNCT
cblr-3425	218	1	contract	contract	NOUN
cblr-3425	218	2	standards	standard	NOUN
cblr-3425	218	3	has	have	AUX
cblr-3425	218	4	mapped	map	VERB
cblr-3425	218	5	hipaa	hipaa	NOUN
cblr-3425	218	6	and	and	CCONJ
cblr-3425	218	7	legal	legal	ADJ
cblr-3425	218	8	robot	robot	NOUN
cblr-3425	218	9	has	have	AUX
cblr-3425	218	10	mapped	map	VERB
cblr-3425	218	11	regulatory	regulatory	ADJ
cblr-3425	218	12	changes	change	NOUN
cblr-3425	218	13	pertaining	pertain	VERB
cblr-3425	218	14	to	to	PART
cblr-3425	218	15	brexit	brexit	VERB
cblr-3425	218	16	,	,	PUNCT
cblr-3425	218	17	the	the	DET
cblr-3425	218	18	united	united	PROPN
cblr-3425	218	19	kingdom	kingdom	PROPN
cblr-3425	218	20	’s	’s	PART
cblr-3425	218	21	exit	exit	NOUN
cblr-3425	218	22	from	from	ADP
cblr-3425	218	23	the	the	DET
cblr-3425	218	24	european	european	PROPN
cblr-3425	218	25	union	union	PROPN
cblr-3425	218	26	.	.	PUNCT
cblr-3425	219	1	59	59	NUM
cblr-3425	219	2	kira	kira	PROPN
cblr-3425	219	3	,	,	PUNCT
cblr-3425	219	4	https://kirasystems.com/	https://kirasystems.com/	PROPN
cblr-3425	219	5	[	[	X
cblr-3425	219	6	https://perma.cc/p4ud-s4g3	https://perma.cc/p4ud-s4g3	ADJ
cblr-3425	219	7	]	]	PUNCT
cblr-3425	219	8	.	.	PUNCT
cblr-3425	220	1	60	60	NUM
cblr-3425	220	2	telephone	telephone	NOUN
cblr-3425	220	3	interview	interview	NOUN
cblr-3425	220	4	with	with	ADP
cblr-3425	220	5	kira	kira	PROPN
cblr-3425	220	6	systems	systems	PROPN
cblr-3425	220	7	representative	representative	NOUN
cblr-3425	220	8	(	(	PUNCT
cblr-3425	220	9	mar	mar	PROPN
cblr-3425	220	10	.	.	PROPN
cblr-3425	220	11	12	12	NUM
cblr-3425	220	12	,	,	PUNCT
cblr-3425	220	13	2018	2018	NUM
cblr-3425	220	14	)	)	PUNCT
cblr-3425	220	15	.	.	PUNCT
cblr-3425	221	1	638	638	NUM
cblr-3425	221	2	columbia	columbia	PROPN
cblr-3425	221	3	business	business	NOUN
cblr-3425	221	4	law	law	PROPN
cblr-3425	221	5	review	review	NOUN
cblr-3425	221	6	[	[	X
cblr-3425	221	7	vol	vol	NOUN
cblr-3425	221	8	.	.	NOUN
cblr-3425	221	9	2019	2019	NUM
cblr-3425	221	10	with	with	ADP
cblr-3425	221	11	specific	specific	ADJ
cblr-3425	221	12	terms	term	NOUN
cblr-3425	221	13	in	in	ADP
cblr-3425	221	14	acquisition	acquisition	NOUN
cblr-3425	221	15	agreements	agreement	NOUN
cblr-3425	221	16	based	base	VERB
cblr-3425	221	17	on	on	ADP
cblr-3425	221	18	data	datum	NOUN
cblr-3425	221	19	of	of	ADP
cblr-3425	221	20	past	past	ADJ
cblr-3425	221	21	agreements	agreement	NOUN
cblr-3425	221	22	and	and	CCONJ
cblr-3425	221	23	litigation.61	litigation.61	NOUN
cblr-3425	221	24	a	a	DET
cblr-3425	221	25	predictive	predictive	ADJ
cblr-3425	221	26	contracting	contracting	NOUN
cblr-3425	221	27	system	system	NOUN
cblr-3425	221	28	using	use	VERB
cblr-3425	221	29	a	a	DET
cblr-3425	221	30	machine	machine	NOUN
cblr-3425	221	31	learning	learning	NOUN
cblr-3425	221	32	model	model	NOUN
cblr-3425	221	33	would	would	AUX
cblr-3425	221	34	function	function	VERB
cblr-3425	221	35	as	as	SCONJ
cblr-3425	221	36	follows	follow	VERB
cblr-3425	221	37	.	.	PUNCT
cblr-3425	222	1	first	first	ADV
cblr-3425	222	2	,	,	PUNCT
cblr-3425	222	3	a	a	DET
cblr-3425	222	4	predictive	predictive	ADJ
cblr-3425	222	5	contracting	contracting	NOUN
cblr-3425	222	6	technology	technology	NOUN
cblr-3425	222	7	provider	provider	NOUN
cblr-3425	222	8	(	(	PUNCT
cblr-3425	222	9	or	or	CCONJ
cblr-3425	222	10	a	a	DET
cblr-3425	222	11	group	group	NOUN
cblr-3425	222	12	within	within	ADP
cblr-3425	222	13	a	a	DET
cblr-3425	222	14	large	large	ADJ
cblr-3425	222	15	company	company	NOUN
cblr-3425	222	16	building	build	VERB
cblr-3425	222	17	a	a	DET
cblr-3425	222	18	predictive	predictive	ADJ
cblr-3425	222	19	contracting	contracting	NOUN
cblr-3425	222	20	system	system	NOUN
cblr-3425	222	21	)	)	PUNCT
cblr-3425	222	22	would	would	AUX
cblr-3425	222	23	compile	compile	VERB
cblr-3425	222	24	a	a	DET
cblr-3425	222	25	data	data	NOUN
cblr-3425	222	26	set	set	VERB
cblr-3425	222	27	of	of	ADP
cblr-3425	222	28	contract	contract	NOUN
cblr-3425	222	29	terms	term	NOUN
cblr-3425	222	30	,	,	PUNCT
cblr-3425	222	31	outcomes	outcome	NOUN
cblr-3425	222	32	,	,	PUNCT
cblr-3425	222	33	and	and	CCONJ
cblr-3425	222	34	exogenous	exogenous	ADJ
cblr-3425	222	35	conditions.62	conditions.62	NOUN
cblr-3425	222	36	this	this	DET
cblr-3425	222	37	data	datum	NOUN
cblr-3425	222	38	set	set	NOUN
cblr-3425	222	39	would	would	AUX
cblr-3425	222	40	serve	serve	VERB
cblr-3425	222	41	as	as	ADP
cblr-3425	222	42	the	the	DET
cblr-3425	222	43	training	training	NOUN
cblr-3425	222	44	set	set	NOUN
cblr-3425	222	45	for	for	ADP
cblr-3425	222	46	the	the	DET
cblr-3425	222	47	machine	machine	NOUN
cblr-3425	222	48	learning	learning	NOUN
cblr-3425	222	49	model	model	NOUN
cblr-3425	222	50	.	.	PUNCT
cblr-3425	223	1	the	the	DET
cblr-3425	223	2	predictive	predictive	ADJ
cblr-3425	223	3	contracting	contract	VERB
cblr-3425	223	4	company	company	NOUN
cblr-3425	223	5	would	would	AUX
cblr-3425	223	6	then	then	ADV
cblr-3425	223	7	train	train	VERB
cblr-3425	223	8	a	a	DET
cblr-3425	223	9	model	model	NOUN
cblr-3425	223	10	based	base	VERB
cblr-3425	223	11	on	on	ADP
cblr-3425	223	12	this	this	DET
cblr-3425	223	13	data	datum	NOUN
cblr-3425	223	14	set	set	VERB
cblr-3425	223	15	that	that	PRON
cblr-3425	223	16	would	would	AUX
cblr-3425	223	17	identify	identify	VERB
cblr-3425	223	18	connections	connection	NOUN
cblr-3425	223	19	between	between	ADP
cblr-3425	223	20	terms	term	NOUN
cblr-3425	223	21	and	and	CCONJ
cblr-3425	223	22	outcomes	outcome	NOUN
cblr-3425	223	23	of	of	ADP
cblr-3425	223	24	interest	interest	NOUN
cblr-3425	223	25	given	give	VERB
cblr-3425	223	26	a	a	DET
cblr-3425	223	27	set	set	NOUN
cblr-3425	223	28	of	of	ADP
cblr-3425	223	29	exogenous	exogenous	ADJ
cblr-3425	223	30	conditions	condition	NOUN
cblr-3425	223	31	.	.	PUNCT
cblr-3425	224	1	contract	contract	NOUN
cblr-3425	224	2	drafters	drafter	NOUN
cblr-3425	224	3	would	would	AUX
cblr-3425	224	4	then	then	ADV
cblr-3425	224	5	use	use	VERB
cblr-3425	224	6	this	this	DET
cblr-3425	224	7	information	information	NOUN
cblr-3425	224	8	to	to	PART
cblr-3425	224	9	inform	inform	VERB
cblr-3425	224	10	contract	contract	NOUN
cblr-3425	224	11	design	design	NOUN
cblr-3425	224	12	when	when	SCONJ
cblr-3425	224	13	drafting	draft	VERB
cblr-3425	224	14	subsequent	subsequent	ADJ
cblr-3425	224	15	contracts	contract	NOUN
cblr-3425	224	16	.	.	PUNCT
cblr-3425	225	1	data	datum	NOUN
cblr-3425	225	2	on	on	ADP
cblr-3425	225	3	the	the	DET
cblr-3425	225	4	terms	term	NOUN
cblr-3425	225	5	,	,	PUNCT
cblr-3425	225	6	outcomes	outcome	NOUN
cblr-3425	225	7	,	,	PUNCT
cblr-3425	225	8	and	and	CCONJ
cblr-3425	225	9	conditions	condition	NOUN
cblr-3425	225	10	associated	associate	VERB
cblr-3425	225	11	with	with	ADP
cblr-3425	225	12	these	these	DET
cblr-3425	225	13	subsequent	subsequent	ADJ
cblr-3425	225	14	contracts	contract	NOUN
cblr-3425	225	15	would	would	AUX
cblr-3425	225	16	be	be	AUX
cblr-3425	225	17	collected	collect	VERB
cblr-3425	225	18	and	and	CCONJ
cblr-3425	225	19	periodically	periodically	ADV
cblr-3425	225	20	added	add	VERB
cblr-3425	225	21	to	to	ADP
cblr-3425	225	22	the	the	DET
cblr-3425	225	23	training	training	NOUN
cblr-3425	225	24	set	set	VERB
cblr-3425	225	25	to	to	PART
cblr-3425	225	26	retrain	retrain	VERB
cblr-3425	225	27	the	the	DET
cblr-3425	225	28	model.63	model.63	PROPN
cblr-3425	225	29	as	as	SCONJ
cblr-3425	225	30	the	the	DET
cblr-3425	225	31	data	datum	NOUN
cblr-3425	225	32	set	set	VERB
cblr-3425	225	33	expands	expand	VERB
cblr-3425	225	34	over	over	ADP
cblr-3425	225	35	time	time	NOUN
cblr-3425	225	36	,	,	PUNCT
cblr-3425	225	37	the	the	DET
cblr-3425	225	38	model	model	NOUN
cblr-3425	225	39	would	would	AUX
cblr-3425	225	40	become	become	VERB
cblr-3425	225	41	more	more	ADV
cblr-3425	225	42	powerful	powerful	ADJ
cblr-3425	225	43	and	and	CCONJ
cblr-3425	225	44	therefore	therefore	ADV
cblr-3425	225	45	able	able	ADJ
cblr-3425	225	46	to	to	PART
cblr-3425	225	47	take	take	VERB
cblr-3425	225	48	on	on	ADP
cblr-3425	225	49	more	more	ADJ
cblr-3425	225	50	complex	complex	ADJ
cblr-3425	225	51	prediction	prediction	NOUN
cblr-3425	225	52	problems	problem	NOUN
cblr-3425	225	53	.	.	PUNCT
cblr-3425	226	1	building	build	VERB
cblr-3425	226	2	a	a	DET
cblr-3425	226	3	machine	machine	NOUN
cblr-3425	226	4	learning	learn	VERB
cblr-3425	226	5	model	model	NOUN
cblr-3425	226	6	for	for	ADP
cblr-3425	226	7	a	a	DET
cblr-3425	226	8	predictive	predictive	ADJ
cblr-3425	226	9	contracting	contracting	NOUN
cblr-3425	226	10	system	system	NOUN
cblr-3425	226	11	will	will	AUX
cblr-3425	226	12	require	require	VERB
cblr-3425	226	13	real	real	ADJ
cblr-3425	226	14	-	-	PUNCT
cblr-3425	226	15	world	world	NOUN
cblr-3425	226	16	contract	contract	NOUN
cblr-3425	226	17	data	datum	NOUN
cblr-3425	226	18	and	and	CCONJ
cblr-3425	226	19	is	be	AUX
cblr-3425	226	20	beyond	beyond	ADP
cblr-3425	226	21	the	the	DET
cblr-3425	226	22	scope	scope	NOUN
cblr-3425	226	23	of	of	ADP
cblr-3425	226	24	this	this	DET
cblr-3425	226	25	article	article	NOUN
cblr-3425	226	26	.	.	PUNCT
cblr-3425	227	1	while	while	SCONJ
cblr-3425	227	2	there	there	PRON
cblr-3425	227	3	are	be	VERB
cblr-3425	227	4	numerous	numerous	ADJ
cblr-3425	227	5	standard	standard	ADJ
cblr-3425	227	6	machine	machine	NOUN
cblr-3425	227	7	learning	learning	NOUN
cblr-3425	227	8	models	model	NOUN
cblr-3425	227	9	available	available	ADJ
cblr-3425	227	10	for	for	ADP
cblr-3425	227	11	prediction	prediction	NOUN
cblr-3425	227	12	analysis,64	analysis,64	NUM
cblr-3425	227	13	the	the	DET
cblr-3425	227	14	design	design	NOUN
cblr-3425	227	15	of	of	ADP
cblr-3425	227	16	a	a	DET
cblr-3425	227	17	predictive	predictive	ADJ
cblr-3425	227	18	contracting	contracting	NOUN
cblr-3425	227	19	model	model	NOUN
cblr-3425	227	20	will	will	AUX
cblr-3425	227	21	61	61	NUM
cblr-3425	228	1	i	i	PRON
cblr-3425	228	2	d.	d.	PROPN
cblr-3425	228	3	62	62	NUM
cblr-3425	228	4	for	for	ADP
cblr-3425	228	5	a	a	DET
cblr-3425	228	6	discussion	discussion	NOUN
cblr-3425	228	7	of	of	ADP
cblr-3425	228	8	these	these	DET
cblr-3425	228	9	different	different	ADJ
cblr-3425	228	10	types	type	NOUN
cblr-3425	228	11	of	of	ADP
cblr-3425	228	12	data	datum	NOUN
cblr-3425	228	13	,	,	PUNCT
cblr-3425	228	14	see	see	VERB
cblr-3425	228	15	infra	infra	NOUN
cblr-3425	228	16	section	section	NOUN
cblr-3425	228	17	ii.b	ii.b	PROPN
cblr-3425	228	18	.	.	PUNCT
cblr-3425	229	1	for	for	ADP
cblr-3425	229	2	a	a	DET
cblr-3425	229	3	discussion	discussion	NOUN
cblr-3425	229	4	of	of	ADP
cblr-3425	229	5	potential	potential	ADJ
cblr-3425	229	6	sources	source	NOUN
cblr-3425	229	7	of	of	ADP
cblr-3425	229	8	these	these	DET
cblr-3425	229	9	data	datum	NOUN
cblr-3425	229	10	,	,	PUNCT
cblr-3425	229	11	see	see	VERB
cblr-3425	229	12	infra	infra	NOUN
cblr-3425	229	13	section	section	NOUN
cblr-3425	229	14	ii.c	ii.c	VERB
cblr-3425	229	15	.	.	PUNCT
cblr-3425	230	1	63	63	NUM
cblr-3425	230	2	this	this	PRON
cblr-3425	230	3	is	be	AUX
cblr-3425	230	4	similar	similar	ADJ
cblr-3425	230	5	to	to	ADP
cblr-3425	230	6	how	how	SCONJ
cblr-3425	230	7	insurance	insurance	NOUN
cblr-3425	230	8	companies	company	NOUN
cblr-3425	230	9	use	use	VERB
cblr-3425	230	10	actuarial	actuarial	ADJ
cblr-3425	230	11	data	datum	NOUN
cblr-3425	230	12	to	to	PART
cblr-3425	230	13	update	update	VERB
cblr-3425	230	14	the	the	DET
cblr-3425	230	15	terms	term	NOUN
cblr-3425	230	16	and	and	CCONJ
cblr-3425	230	17	conditions	condition	NOUN
cblr-3425	230	18	of	of	ADP
cblr-3425	230	19	insurance	insurance	NOUN
cblr-3425	230	20	contracts	contract	NOUN
cblr-3425	230	21	.	.	PUNCT
cblr-3425	231	1	see	see	VERB
cblr-3425	231	2	boardman	boardman	PROPN
cblr-3425	231	3	,	,	PUNCT
cblr-3425	231	4	supra	supra	PROPN
cblr-3425	231	5	note	note	PROPN
cblr-3425	231	6	15	15	NUM
cblr-3425	231	7	,	,	PUNCT
cblr-3425	231	8	at	at	ADP
cblr-3425	231	9	1114–16	1114–16	NUM
cblr-3425	231	10	(	(	PUNCT
cblr-3425	231	11	“	"	PUNCT
cblr-3425	231	12	not	not	PART
cblr-3425	231	13	only	only	ADV
cblr-3425	231	14	does	do	AUX
cblr-3425	231	15	past	past	ADJ
cblr-3425	231	16	language	language	NOUN
cblr-3425	231	17	become	become	VERB
cblr-3425	231	18	clearer	clear	ADJ
cblr-3425	231	19	over	over	ADP
cblr-3425	231	20	time	time	NOUN
cblr-3425	231	21	in	in	ADP
cblr-3425	231	22	the	the	DET
cblr-3425	231	23	insurer	insurer	NOUN
cblr-3425	231	24	’s	’s	PART
cblr-3425	231	25	eyes	eye	NOUN
cblr-3425	231	26	,	,	PUNCT
cblr-3425	231	27	but	but	CCONJ
cblr-3425	231	28	the	the	DET
cblr-3425	231	29	cost	cost	NOUN
cblr-3425	231	30	of	of	ADP
cblr-3425	231	31	each	each	DET
cblr-3425	231	32	clause	clause	NOUN
cblr-3425	231	33	becomes	become	VERB
cblr-3425	231	34	increasingly	increasingly	ADV
cblr-3425	231	35	clear	clear	ADJ
cblr-3425	231	36	as	as	SCONJ
cblr-3425	231	37	actuarial	actuarial	ADJ
cblr-3425	231	38	data	datum	NOUN
cblr-3425	231	39	is	be	AUX
cblr-3425	231	40	collected	collect	VERB
cblr-3425	231	41	and	and	CCONJ
cblr-3425	231	42	pooled	pool	VERB
cblr-3425	231	43	.	.	PUNCT
cblr-3425	231	44	”	"	PUNCT
cblr-3425	231	45	)	)	PUNCT
cblr-3425	231	46	.	.	PUNCT
cblr-3425	232	1	64	64	NUM
cblr-3425	232	2	for	for	ADP
cblr-3425	232	3	example	example	NOUN
cblr-3425	232	4	,	,	PUNCT
cblr-3425	232	5	ibm	ibm	PROPN
cblr-3425	232	6	offers	offer	VERB
cblr-3425	232	7	off	off	ADP
cblr-3425	232	8	-	-	PUNCT
cblr-3425	232	9	the	the	DET
cblr-3425	232	10	-	-	PUNCT
cblr-3425	232	11	shelf	shelf	NOUN
cblr-3425	232	12	machine	machine	NOUN
cblr-3425	232	13	learning	learn	VERB
cblr-3425	232	14	software	software	NOUN
cblr-3425	232	15	through	through	ADP
cblr-3425	232	16	its	its	PRON
cblr-3425	232	17	watson	watson	PROPN
cblr-3425	232	18	initiative	initiative	NOUN
cblr-3425	232	19	.	.	PUNCT
cblr-3425	233	1	see	see	VERB
cblr-3425	233	2	watson	watson	PROPN
cblr-3425	233	3	machine	machine	PROPN
cblr-3425	233	4	learning	learning	PROPN
cblr-3425	233	5	,	,	PUNCT
cblr-3425	233	6	ibm	ibm	PROPN
cblr-3425	233	7	,	,	PUNCT
cblr-3425	233	8	https://www.ibm.com/cloud/machine-learning	https://www.ibm.com/cloud/machine-learne	VERB
cblr-3425	234	1	[	[	X
cblr-3425	235	1	https://perma.cc/6j2s59e4	https://perma.cc/6j2s59e4	ADJ
cblr-3425	235	2	]	]	X
cblr-3425	235	3	.	.	PUNCT
cblr-3425	236	1	common	common	ADJ
cblr-3425	236	2	machine	machine	NOUN
cblr-3425	236	3	learning	learning	NOUN
cblr-3425	236	4	models	model	NOUN
cblr-3425	236	5	include	include	VERB
cblr-3425	236	6	support	support	NOUN
cblr-3425	236	7	vector	vector	NOUN
cblr-3425	236	8	machines	machine	NOUN
cblr-3425	236	9	and	and	CCONJ
cblr-3425	236	10	random	random	ADJ
cblr-3425	236	11	forest	forest	NOUN
cblr-3425	236	12	decision	decision	NOUN
cblr-3425	236	13	trees	tree	NOUN
cblr-3425	236	14	.	.	PUNCT
cblr-3425	237	1	support	support	NOUN
cblr-3425	237	2	vector	vector	NOUN
cblr-3425	237	3	machines	machine	NOUN
cblr-3425	237	4	are	be	AUX
cblr-3425	237	5	commonly	commonly	ADV
cblr-3425	237	6	used	use	VERB
cblr-3425	237	7	in	in	ADP
cblr-3425	237	8	classification	classification	NOUN
cblr-3425	237	9	problems	problem	NOUN
cblr-3425	237	10	to	to	PART
cblr-3425	237	11	sort	sort	VERB
cblr-3425	237	12	data	datum	NOUN
cblr-3425	237	13	into	into	ADP
cblr-3425	237	14	defined	define	VERB
cblr-3425	237	15	categories	category	NOUN
cblr-3425	237	16	.	.	PUNCT
cblr-3425	238	1	see	see	VERB
cblr-3425	238	2	generally	generally	ADV
cblr-3425	238	3	colin	colin	PROPN
cblr-3425	238	4	campbell	campbell	PROPN
cblr-3425	238	5	&	&	CCONJ
cblr-3425	238	6	yiming	yiming	PROPN
cblr-3425	238	7	ying	ying	PROPN
cblr-3425	238	8	,	,	PUNCT
cblr-3425	238	9	learning	learn	VERB
cblr-3425	238	10	with	with	ADP
cblr-3425	238	11	support	support	NOUN
cblr-3425	238	12	vector	vector	NOUN
cblr-3425	238	13	no	no	INTJ
cblr-3425	238	14	.	.	PROPN
cblr-3425	238	15	2:621	2:621	NUM
cblr-3425	238	16	]	]	X
cblr-3425	238	17	predictive	predictive	ADJ
cblr-3425	238	18	contracting	contracting	NOUN
cblr-3425	238	19	639	639	NUM
cblr-3425	238	20	depend	depend	VERB
cblr-3425	238	21	in	in	ADP
cblr-3425	238	22	large	large	ADJ
cblr-3425	238	23	part	part	NOUN
cblr-3425	238	24	on	on	ADP
cblr-3425	238	25	the	the	DET
cblr-3425	238	26	characteristics	characteristic	NOUN
cblr-3425	238	27	of	of	ADP
cblr-3425	238	28	the	the	DET
cblr-3425	238	29	contracting	contracting	NOUN
cblr-3425	238	30	problem	problem	NOUN
cblr-3425	238	31	being	be	AUX
cblr-3425	238	32	analyzed	analyze	VERB
cblr-3425	238	33	.	.	PUNCT
cblr-3425	239	1	two	two	NUM
cblr-3425	239	2	key	key	ADJ
cblr-3425	239	3	dimensions	dimension	NOUN
cblr-3425	239	4	of	of	ADP
cblr-3425	239	5	any	any	DET
cblr-3425	239	6	predictive	predictive	ADJ
cblr-3425	239	7	contracting	contracting	NOUN
cblr-3425	239	8	model	model	NOUN
cblr-3425	239	9	will	will	AUX
cblr-3425	239	10	be	be	AUX
cblr-3425	239	11	:	:	PUNCT
cblr-3425	239	12	(	(	PUNCT
cblr-3425	239	13	1	1	X
cblr-3425	239	14	)	)	PUNCT
cblr-3425	239	15	whether	whether	SCONJ
cblr-3425	239	16	the	the	DET
cblr-3425	239	17	model	model	NOUN
cblr-3425	239	18	is	be	AUX
cblr-3425	239	19	single	single	ADJ
cblr-3425	239	20	-	-	PUNCT
cblr-3425	239	21	task	task	NOUN
cblr-3425	239	22	or	or	CCONJ
cblr-3425	239	23	multi	multi	NOUN
cblr-3425	239	24	-	-	NOUN
cblr-3425	239	25	task	task	NOUN
cblr-3425	239	26	,	,	PUNCT
cblr-3425	239	27	and	and	CCONJ
cblr-3425	239	28	(	(	PUNCT
cblr-3425	239	29	2	2	X
cblr-3425	239	30	)	)	PUNCT
cblr-3425	239	31	whether	whether	SCONJ
cblr-3425	239	32	the	the	DET
cblr-3425	239	33	model	model	NOUN
cblr-3425	239	34	is	be	AUX
cblr-3425	239	35	supervised	supervise	VERB
cblr-3425	239	36	or	or	CCONJ
cblr-3425	239	37	unsupervised	unsupervised	ADJ
cblr-3425	239	38	.	.	PUNCT
cblr-3425	240	1	these	these	DET
cblr-3425	240	2	dimensions	dimension	NOUN
cblr-3425	240	3	are	be	AUX
cblr-3425	240	4	discussed	discuss	VERB
cblr-3425	240	5	in	in	ADP
cblr-3425	240	6	the	the	DET
cblr-3425	240	7	sections	section	NOUN
cblr-3425	240	8	below	below	ADV
cblr-3425	240	9	.	.	PUNCT
cblr-3425	241	1	1	1	X
cblr-3425	241	2	.	.	X
cblr-3425	241	3	single	single	ADJ
cblr-3425	241	4	-	-	PUNCT
cblr-3425	241	5	task	task	NOUN
cblr-3425	241	6	vs.	vs.	X
cblr-3425	241	7	multi	multi	ADJ
cblr-3425	241	8	-	-	ADJ
cblr-3425	241	9	task	task	ADJ
cblr-3425	241	10	single	single	ADJ
cblr-3425	241	11	-	-	PUNCT
cblr-3425	241	12	task	task	NOUN
cblr-3425	241	13	machine	machine	NOUN
cblr-3425	241	14	learning	learning	NOUN
cblr-3425	241	15	models	model	NOUN
cblr-3425	241	16	are	be	AUX
cblr-3425	241	17	ideal	ideal	ADJ
cblr-3425	241	18	for	for	ADP
cblr-3425	241	19	scenarios	scenario	NOUN
cblr-3425	241	20	in	in	ADP
cblr-3425	241	21	which	which	PRON
cblr-3425	241	22	the	the	DET
cblr-3425	241	23	objective	objective	NOUN
cblr-3425	241	24	of	of	ADP
cblr-3425	241	25	the	the	DET
cblr-3425	241	26	model	model	NOUN
cblr-3425	241	27	is	be	AUX
cblr-3425	241	28	to	to	PART
cblr-3425	241	29	solve	solve	VERB
cblr-3425	241	30	a	a	DET
cblr-3425	241	31	single	single	ADJ
cblr-3425	241	32	learning	learning	NOUN
cblr-3425	241	33	task.65	task.65	NOUN
cblr-3425	241	34	in	in	ADP
cblr-3425	241	35	the	the	DET
cblr-3425	241	36	context	context	NOUN
cblr-3425	241	37	of	of	ADP
cblr-3425	241	38	predictive	predictive	ADJ
cblr-3425	241	39	contracting	contracting	NOUN
cblr-3425	241	40	,	,	PUNCT
cblr-3425	241	41	single	single	ADJ
cblr-3425	241	42	-	-	PUNCT
cblr-3425	241	43	task	task	NOUN
cblr-3425	241	44	learning	learning	NOUN
cblr-3425	241	45	will	will	AUX
cblr-3425	241	46	be	be	AUX
cblr-3425	241	47	effective	effective	ADJ
cblr-3425	241	48	when	when	SCONJ
cblr-3425	241	49	the	the	DET
cblr-3425	241	50	outcomes	outcome	NOUN
cblr-3425	241	51	being	be	AUX
cblr-3425	241	52	predicted	predict	VERB
cblr-3425	241	53	are	be	AUX
cblr-3425	241	54	largely	largely	ADV
cblr-3425	241	55	independent	independent	ADJ
cblr-3425	241	56	from	from	ADP
cblr-3425	241	57	one	one	NUM
cblr-3425	241	58	another.66	another.66	NOUN
cblr-3425	241	59	for	for	ADP
cblr-3425	241	60	example	example	NOUN
cblr-3425	241	61	,	,	PUNCT
cblr-3425	241	62	assume	assume	VERB
cblr-3425	241	63	that	that	SCONJ
cblr-3425	241	64	a	a	DET
cblr-3425	241	65	contract	contract	NOUN
cblr-3425	241	66	drafter	drafter	NOUN
cblr-3425	241	67	wants	want	VERB
cblr-3425	241	68	to	to	PART
cblr-3425	241	69	understand	understand	VERB
cblr-3425	241	70	how	how	SCONJ
cblr-3425	241	71	a	a	DET
cblr-3425	241	72	variety	variety	NOUN
cblr-3425	241	73	of	of	ADP
cblr-3425	241	74	contract	contract	NOUN
cblr-3425	241	75	terms	term	NOUN
cblr-3425	241	76	and	and	CCONJ
cblr-3425	241	77	exogenous	exogenous	ADJ
cblr-3425	241	78	conditions	condition	NOUN
cblr-3425	241	79	affect	affect	VERB
cblr-3425	241	80	two	two	NUM
cblr-3425	241	81	outcomes	outcome	NOUN
cblr-3425	241	82	:	:	PUNCT
cblr-3425	241	83	the	the	DET
cblr-3425	241	84	amount	amount	NOUN
cblr-3425	241	85	of	of	ADP
cblr-3425	241	86	drafting	drafting	NOUN
cblr-3425	241	87	time	time	NOUN
cblr-3425	241	88	spent	spend	VERB
cblr-3425	241	89	obtaining	obtain	VERB
cblr-3425	241	90	internal	internal	ADJ
cblr-3425	241	91	approvals	approval	NOUN
cblr-3425	241	92	and	and	CCONJ
cblr-3425	241	93	the	the	DET
cblr-3425	241	94	quality	quality	NOUN
cblr-3425	241	95	of	of	ADP
cblr-3425	241	96	service	service	NOUN
cblr-3425	241	97	provided	provide	VERB
cblr-3425	241	98	by	by	ADP
cblr-3425	241	99	the	the	DET
cblr-3425	241	100	counterparty	counterparty	NOUN
cblr-3425	241	101	under	under	ADP
cblr-3425	241	102	the	the	DET
cblr-3425	241	103	contract	contract	NOUN
cblr-3425	241	104	.	.	PUNCT
cblr-3425	242	1	these	these	DET
cblr-3425	242	2	outcomes	outcome	NOUN
cblr-3425	242	3	are	be	AUX
cblr-3425	242	4	unlikely	unlikely	ADJ
cblr-3425	242	5	to	to	PART
cblr-3425	242	6	be	be	AUX
cblr-3425	242	7	related	relate	VERB
cblr-3425	242	8	,	,	PUNCT
cblr-3425	242	9	so	so	CCONJ
cblr-3425	242	10	the	the	DET
cblr-3425	242	11	contract	contract	NOUN
cblr-3425	242	12	drafter	drafter	NOUN
cblr-3425	242	13	could	could	AUX
cblr-3425	242	14	use	use	VERB
cblr-3425	242	15	two	two	NUM
cblr-3425	242	16	separate	separate	ADJ
cblr-3425	242	17	single	single	ADJ
cblr-3425	242	18	-	-	PUNCT
cblr-3425	242	19	task	task	NOUN
cblr-3425	242	20	learning	learning	NOUN
cblr-3425	242	21	models	model	NOUN
cblr-3425	242	22	to	to	PART
cblr-3425	242	23	predict	predict	VERB
cblr-3425	242	24	each	each	DET
cblr-3425	242	25	outcome	outcome	NOUN
cblr-3425	242	26	.	.	PUNCT
cblr-3425	243	1	the	the	DET
cblr-3425	243	2	type	type	NOUN
cblr-3425	243	3	of	of	ADP
cblr-3425	243	4	single	single	ADJ
cblr-3425	243	5	-	-	PUNCT
cblr-3425	243	6	task	task	NOUN
cblr-3425	243	7	model	model	NOUN
cblr-3425	243	8	that	that	PRON
cblr-3425	243	9	is	be	AUX
cblr-3425	243	10	most	most	ADV
cblr-3425	243	11	effective	effective	ADJ
cblr-3425	243	12	will	will	AUX
cblr-3425	243	13	depend	depend	VERB
cblr-3425	243	14	on	on	ADP
cblr-3425	243	15	factors	factor	NOUN
cblr-3425	243	16	such	such	ADJ
cblr-3425	243	17	as	as	ADP
cblr-3425	243	18	the	the	DET
cblr-3425	243	19	amount	amount	NOUN
cblr-3425	243	20	of	of	ADP
cblr-3425	243	21	data	datum	NOUN
cblr-3425	243	22	in	in	ADP
cblr-3425	243	23	the	the	DET
cblr-3425	243	24	training	training	NOUN
cblr-3425	243	25	set	set	NOUN
cblr-3425	243	26	and	and	CCONJ
cblr-3425	243	27	whether	whether	SCONJ
cblr-3425	243	28	the	the	DET
cblr-3425	243	29	outcome	outcome	NOUN
cblr-3425	243	30	variable	variable	NOUN
cblr-3425	243	31	is	be	AUX
cblr-3425	243	32	binary	binary	ADJ
cblr-3425	243	33	,	,	PUNCT
cblr-3425	243	34	categorical	categorical	ADJ
cblr-3425	243	35	,	,	PUNCT
cblr-3425	243	36	or	or	CCONJ
cblr-3425	243	37	numerical.67	numerical.67	ADV
cblr-3425	243	38	multi	multi	ADJ
cblr-3425	243	39	-	-	ADJ
cblr-3425	243	40	task	task	ADJ
cblr-3425	243	41	machine	machine	NOUN
cblr-3425	243	42	learning	learning	NOUN
cblr-3425	243	43	models	model	NOUN
cblr-3425	243	44	,	,	PUNCT
cblr-3425	243	45	on	on	ADP
cblr-3425	243	46	the	the	DET
cblr-3425	243	47	other	other	ADJ
cblr-3425	243	48	hand	hand	NOUN
cblr-3425	243	49	,	,	PUNCT
cblr-3425	243	50	are	be	AUX
cblr-3425	243	51	better	well	ADV
cblr-3425	243	52	suited	suited	ADJ
cblr-3425	243	53	for	for	ADP
cblr-3425	243	54	scenarios	scenario	NOUN
cblr-3425	243	55	in	in	ADP
cblr-3425	243	56	which	which	PRON
cblr-3425	243	57	multiple	multiple	ADJ
cblr-3425	243	58	learning	learning	NOUN
cblr-3425	243	59	machines	machine	NOUN
cblr-3425	243	60	(	(	PUNCT
cblr-3425	243	61	2011	2011	NUM
cblr-3425	243	62	)	)	PUNCT
cblr-3425	243	63	;	;	PUNCT
cblr-3425	243	64	nello	nello	PROPN
cblr-3425	243	65	cristianini	cristianini	PROPN
cblr-3425	243	66	&	&	CCONJ
cblr-3425	243	67	john	john	PROPN
cblr-3425	243	68	shawe	shawe	PROPN
cblr-3425	243	69	-	-	PUNCT
cblr-3425	243	70	taylor	taylor	PROPN
cblr-3425	243	71	,	,	PUNCT
cblr-3425	243	72	an	an	DET
cblr-3425	243	73	introduction	introduction	NOUN
cblr-3425	243	74	to	to	PART
cblr-3425	243	75	support	support	VERB
cblr-3425	243	76	vector	vector	NOUN
cblr-3425	243	77	machines	machine	NOUN
cblr-3425	243	78	and	and	CCONJ
cblr-3425	243	79	other	other	ADJ
cblr-3425	243	80	kernel	kernel	NOUN
cblr-3425	243	81	-	-	PUNCT
cblr-3425	243	82	based	base	VERB
cblr-3425	243	83	learning	learning	NOUN
cblr-3425	243	84	methods	method	NOUN
cblr-3425	243	85	(	(	PUNCT
cblr-3425	243	86	2000	2000	NUM
cblr-3425	243	87	)	)	PUNCT
cblr-3425	243	88	;	;	PUNCT
cblr-3425	243	89	ingo	ingo	PROPN
cblr-3425	243	90	steinwart	steinwart	PROPN
cblr-3425	243	91	&	&	CCONJ
cblr-3425	243	92	andreas	andreas	PROPN
cblr-3425	243	93	christmann	christmann	PROPN
cblr-3425	243	94	,	,	PUNCT
cblr-3425	243	95	support	support	VERB
cblr-3425	243	96	vector	vector	NOUN
cblr-3425	243	97	machines	machine	NOUN
cblr-3425	243	98	(	(	PUNCT
cblr-3425	243	99	2008	2008	NUM
cblr-3425	243	100	)	)	PUNCT
cblr-3425	243	101	.	.	PUNCT
cblr-3425	244	1	random	random	ADJ
cblr-3425	244	2	forests	forest	NOUN
cblr-3425	244	3	use	use	VERB
cblr-3425	244	4	a	a	DET
cblr-3425	244	5	series	series	NOUN
cblr-3425	244	6	of	of	ADP
cblr-3425	244	7	decision	decision	NOUN
cblr-3425	244	8	trees	tree	NOUN
cblr-3425	244	9	to	to	PART
cblr-3425	244	10	analyze	analyze	VERB
cblr-3425	244	11	classification	classification	NOUN
cblr-3425	244	12	and	and	CCONJ
cblr-3425	244	13	regression	regression	NOUN
cblr-3425	244	14	problems	problem	NOUN
cblr-3425	244	15	.	.	PUNCT
cblr-3425	245	1	see	see	VERB
cblr-3425	245	2	generally	generally	ADV
cblr-3425	245	3	tin	tin	VERB
cblr-3425	245	4	kam	kam	PROPN
cblr-3425	245	5	ho	ho	PROPN
cblr-3425	245	6	,	,	PUNCT
cblr-3425	245	7	random	random	ADJ
cblr-3425	245	8	decision	decision	NOUN
cblr-3425	245	9	forests	forest	NOUN
cblr-3425	245	10	,	,	PUNCT
cblr-3425	245	11	1	1	NUM
cblr-3425	245	12	proc	proc	NOUN
cblr-3425	245	13	.	.	PUNCT
cblr-3425	246	1	3rd	3rd	ADJ
cblr-3425	246	2	int’l	int’l	NUM
cblr-3425	246	3	conf	conf	NOUN
cblr-3425	246	4	.	.	PUNCT
cblr-3425	247	1	on	on	ADP
cblr-3425	247	2	document	document	NOUN
cblr-3425	247	3	analysis	analysis	NOUN
cblr-3425	247	4	&	&	CCONJ
cblr-3425	247	5	recognition	recognition	PROPN
cblr-3425	247	6	278	278	NUM
cblr-3425	247	7	,	,	PUNCT
cblr-3425	247	8	278–82	278–82	NUM
cblr-3425	247	9	(	(	PUNCT
cblr-3425	247	10	1995	1995	NUM
cblr-3425	247	11	)	)	PUNCT
cblr-3425	247	12	;	;	PUNCT
cblr-3425	247	13	leo	leo	PROPN
cblr-3425	247	14	breiman	breiman	PROPN
cblr-3425	247	15	,	,	PUNCT
cblr-3425	247	16	random	random	ADJ
cblr-3425	247	17	forests	forest	NOUN
cblr-3425	247	18	,	,	PUNCT
cblr-3425	247	19	45	45	NUM
cblr-3425	247	20	machine	machine	NOUN
cblr-3425	247	21	learning	learn	VERB
cblr-3425	247	22	5	5	NUM
cblr-3425	247	23	(	(	PUNCT
cblr-3425	247	24	2001	2001	NUM
cblr-3425	247	25	)	)	PUNCT
cblr-3425	247	26	;	;	PUNCT
cblr-3425	247	27	tao	tao	PROPN
cblr-3425	247	28	shi	shi	PROPN
cblr-3425	247	29	&	&	CCONJ
cblr-3425	247	30	steve	steve	PROPN
cblr-3425	247	31	horvath	horvath	PROPN
cblr-3425	247	32	,	,	PUNCT
cblr-3425	247	33	unsupervised	unsupervised	ADJ
cblr-3425	247	34	learning	learning	NOUN
cblr-3425	247	35	with	with	ADP
cblr-3425	247	36	random	random	ADJ
cblr-3425	247	37	forest	forest	NOUN
cblr-3425	247	38	predictors	predictor	NOUN
cblr-3425	247	39	,	,	PUNCT
cblr-3425	247	40	15	15	NUM
cblr-3425	247	41	j.	j.	PROPN
cblr-3425	247	42	computational	computational	PROPN
cblr-3425	247	43	&	&	CCONJ
cblr-3425	247	44	graphical	graphical	ADJ
cblr-3425	247	45	stats	stat	NOUN
cblr-3425	247	46	.	.	PUNCT
cblr-3425	248	1	118	118	NUM
cblr-3425	248	2	,	,	PUNCT
cblr-3425	248	3	118	118	NUM
cblr-3425	248	4	(	(	PUNCT
cblr-3425	248	5	2006	2006	NUM
cblr-3425	248	6	)	)	PUNCT
cblr-3425	248	7	.	.	PUNCT
cblr-3425	249	1	65	65	NUM
cblr-3425	249	2	interview	interview	NOUN
cblr-3425	249	3	with	with	ADP
cblr-3425	249	4	private	private	ADJ
cblr-3425	249	5	technology	technology	NOUN
cblr-3425	249	6	company	company	NOUN
cblr-3425	249	7	representative	representative	NOUN
cblr-3425	249	8	,	,	PUNCT
cblr-3425	249	9	in	in	ADP
cblr-3425	249	10	s.f	s.f	PROPN
cblr-3425	249	11	.	.	PROPN
cblr-3425	249	12	,	,	PUNCT
cblr-3425	249	13	cal	cal	PROPN
cblr-3425	249	14	.	.	PUNCT
cblr-3425	250	1	(	(	PUNCT
cblr-3425	250	2	may	may	PROPN
cblr-3425	250	3	2	2	NUM
cblr-3425	250	4	,	,	PUNCT
cblr-3425	250	5	2018	2018	NUM
cblr-3425	250	6	)	)	PUNCT
cblr-3425	250	7	.	.	PUNCT
cblr-3425	251	1	66	66	NUM
cblr-3425	252	1	i	i	PRON
cblr-3425	252	2	d.	d.	PROPN
cblr-3425	252	3	67	67	NUM
cblr-3425	253	1	i	i	PRON
cblr-3425	253	2	d.	d.	PROPN
cblr-3425	253	3	640	640	NUM
cblr-3425	253	4	columbia	columbia	PROPN
cblr-3425	253	5	business	business	NOUN
cblr-3425	253	6	law	law	NOUN
cblr-3425	253	7	review	review	NOUN
cblr-3425	253	8	[	[	X
cblr-3425	253	9	vol	vol	NOUN
cblr-3425	253	10	.	.	NOUN
cblr-3425	253	11	2019	2019	NUM
cblr-3425	253	12	tasks	task	NOUN
cblr-3425	253	13	need	need	VERB
cblr-3425	253	14	to	to	PART
cblr-3425	253	15	be	be	AUX
cblr-3425	253	16	solved	solve	VERB
cblr-3425	253	17	at	at	ADP
cblr-3425	253	18	the	the	DET
cblr-3425	253	19	same	same	ADJ
cblr-3425	253	20	time.68	time.68	PROPN
cblr-3425	253	21	multi	multi	ADJ
cblr-3425	253	22	-	-	NOUN
cblr-3425	253	23	task	task	ADJ
cblr-3425	253	24	learning	learning	NOUN
cblr-3425	253	25	draws	draw	VERB
cblr-3425	253	26	on	on	ADP
cblr-3425	253	27	similarities	similarity	NOUN
cblr-3425	253	28	and	and	CCONJ
cblr-3425	253	29	differences	difference	NOUN
cblr-3425	253	30	between	between	ADP
cblr-3425	253	31	the	the	DET
cblr-3425	253	32	different	different	ADJ
cblr-3425	253	33	learning	learning	NOUN
cblr-3425	253	34	tasks	task	NOUN
cblr-3425	253	35	to	to	PART
cblr-3425	253	36	improve	improve	VERB
cblr-3425	253	37	efficiency	efficiency	NOUN
cblr-3425	253	38	and	and	CCONJ
cblr-3425	253	39	accuracy.69	accuracy.69	VERB
cblr-3425	253	40	in	in	ADP
cblr-3425	253	41	the	the	DET
cblr-3425	253	42	context	context	NOUN
cblr-3425	253	43	of	of	ADP
cblr-3425	253	44	predictive	predictive	ADJ
cblr-3425	253	45	contracting	contracting	NOUN
cblr-3425	253	46	,	,	PUNCT
cblr-3425	253	47	multi	multi	ADJ
cblr-3425	253	48	-	-	ADJ
cblr-3425	253	49	task	task	ADJ
cblr-3425	253	50	learning	learning	NOUN
cblr-3425	253	51	will	will	AUX
cblr-3425	253	52	be	be	AUX
cblr-3425	253	53	useful	useful	ADJ
cblr-3425	253	54	when	when	SCONJ
cblr-3425	253	55	the	the	DET
cblr-3425	253	56	outcomes	outcome	NOUN
cblr-3425	253	57	being	be	AUX
cblr-3425	253	58	predicted	predict	VERB
cblr-3425	253	59	are	be	AUX
cblr-3425	253	60	related	relate	VERB
cblr-3425	253	61	to	to	ADP
cblr-3425	253	62	one	one	NUM
cblr-3425	253	63	another.70	another.70	PRON
cblr-3425	253	64	in	in	ADP
cblr-3425	253	65	the	the	DET
cblr-3425	253	66	previous	previous	ADJ
cblr-3425	253	67	example	example	NOUN
cblr-3425	253	68	,	,	PUNCT
cblr-3425	253	69	assume	assume	VERB
cblr-3425	253	70	instead	instead	ADV
cblr-3425	253	71	that	that	SCONJ
cblr-3425	253	72	the	the	DET
cblr-3425	253	73	contract	contract	NOUN
cblr-3425	253	74	drafter	drafter	NOUN
cblr-3425	253	75	wants	want	VERB
cblr-3425	253	76	to	to	PART
cblr-3425	253	77	predict	predict	VERB
cblr-3425	253	78	both	both	DET
cblr-3425	253	79	the	the	DET
cblr-3425	253	80	likelihood	likelihood	NOUN
cblr-3425	253	81	that	that	SCONJ
cblr-3425	253	82	the	the	DET
cblr-3425	253	83	counterparty	counterparty	NOUN
cblr-3425	253	84	renews	renew	VERB
cblr-3425	253	85	the	the	DET
cblr-3425	253	86	contract	contract	NOUN
cblr-3425	253	87	and	and	CCONJ
cblr-3425	253	88	the	the	DET
cblr-3425	253	89	likelihood	likelihood	NOUN
cblr-3425	253	90	that	that	SCONJ
cblr-3425	253	91	the	the	DET
cblr-3425	253	92	contract	contract	NOUN
cblr-3425	253	93	results	result	VERB
cblr-3425	253	94	in	in	ADP
cblr-3425	253	95	litigation	litigation	NOUN
cblr-3425	253	96	.	.	PUNCT
cblr-3425	254	1	these	these	DET
cblr-3425	254	2	outcomes	outcome	NOUN
cblr-3425	254	3	are	be	AUX
cblr-3425	254	4	likely	likely	ADJ
cblr-3425	254	5	to	to	PART
cblr-3425	254	6	be	be	AUX
cblr-3425	254	7	related	relate	VERB
cblr-3425	254	8	(	(	PUNCT
cblr-3425	254	9	a	a	DET
cblr-3425	254	10	counterparty	counterparty	NOUN
cblr-3425	254	11	is	be	AUX
cblr-3425	254	12	less	less	ADV
cblr-3425	254	13	likely	likely	ADJ
cblr-3425	254	14	to	to	PART
cblr-3425	254	15	renew	renew	VERB
cblr-3425	254	16	a	a	DET
cblr-3425	254	17	contract	contract	NOUN
cblr-3425	254	18	that	that	PRON
cblr-3425	254	19	resulted	result	VERB
cblr-3425	254	20	in	in	ADP
cblr-3425	254	21	litigation	litigation	NOUN
cblr-3425	254	22	)	)	PUNCT
cblr-3425	254	23	,	,	PUNCT
cblr-3425	254	24	so	so	CCONJ
cblr-3425	254	25	the	the	DET
cblr-3425	254	26	contract	contract	NOUN
cblr-3425	254	27	drafter	drafter	NOUN
cblr-3425	254	28	could	could	AUX
cblr-3425	254	29	use	use	VERB
cblr-3425	254	30	a	a	DET
cblr-3425	254	31	multi	multi	ADJ
cblr-3425	254	32	-	-	ADJ
cblr-3425	254	33	task	task	ADJ
cblr-3425	254	34	learning	learn	VERB
cblr-3425	254	35	model	model	NOUN
cblr-3425	254	36	to	to	PART
cblr-3425	254	37	predict	predict	VERB
cblr-3425	254	38	both	both	DET
cblr-3425	254	39	outcomes	outcome	NOUN
cblr-3425	254	40	.	.	PUNCT
cblr-3425	255	1	multi	multi	ADJ
cblr-3425	255	2	-	-	NOUN
cblr-3425	255	3	task	task	ADJ
cblr-3425	255	4	learning	learning	NOUN
cblr-3425	255	5	will	will	AUX
cblr-3425	255	6	frequently	frequently	ADV
cblr-3425	255	7	utilize	utilize	VERB
cblr-3425	255	8	an	an	DET
cblr-3425	255	9	artificial	artificial	ADJ
cblr-3425	255	10	neural	neural	ADJ
cblr-3425	255	11	network	network	NOUN
cblr-3425	255	12	(	(	PUNCT
cblr-3425	255	13	often	often	ADV
cblr-3425	255	14	called	call	VERB
cblr-3425	255	15	a	a	DET
cblr-3425	255	16	“	"	PUNCT
cblr-3425	255	17	neural	neural	ADJ
cblr-3425	255	18	net	net	NOUN
cblr-3425	255	19	”	"	PUNCT
cblr-3425	255	20	)	)	PUNCT
cblr-3425	255	21	,	,	PUNCT
cblr-3425	255	22	a	a	DET
cblr-3425	255	23	machine	machine	NOUN
cblr-3425	255	24	learning	learn	VERB
cblr-3425	255	25	mechanism	mechanism	NOUN
cblr-3425	255	26	commonly	commonly	ADV
cblr-3425	255	27	used	use	VERB
cblr-3425	255	28	in	in	ADP
cblr-3425	255	29	image	image	NOUN
cblr-3425	255	30	recognition.71	recognition.71	NOUN
cblr-3425	255	31	2	2	NUM
cblr-3425	255	32	.	.	PUNCT
cblr-3425	255	33	supervised	supervise	VERB
cblr-3425	255	34	vs.	vs.	ADP
cblr-3425	255	35	unsupervised	unsupervised	ADJ
cblr-3425	255	36	supervised	supervised	ADJ
cblr-3425	255	37	machine	machine	NOUN
cblr-3425	255	38	learning	learning	NOUN
cblr-3425	255	39	models	model	NOUN
cblr-3425	255	40	learn	learn	VERB
cblr-3425	255	41	from	from	ADP
cblr-3425	255	42	a	a	DET
cblr-3425	255	43	training	training	NOUN
cblr-3425	255	44	set	set	NOUN
cblr-3425	255	45	of	of	ADP
cblr-3425	255	46	labeled	label	VERB
cblr-3425	255	47	data.72	data.72	NOUN
cblr-3425	255	48	for	for	ADP
cblr-3425	255	49	example	example	NOUN
cblr-3425	255	50	,	,	PUNCT
cblr-3425	255	51	a	a	DET
cblr-3425	255	52	supervised	supervised	ADJ
cblr-3425	255	53	model	model	NOUN
cblr-3425	255	54	68	68	NUM
cblr-3425	255	55	see	see	VERB
cblr-3425	255	56	generally	generally	ADV
cblr-3425	255	57	andreas	andreas	PROPN
cblr-3425	255	58	argyriou	argyriou	PROPN
cblr-3425	255	59	,	,	PUNCT
cblr-3425	255	60	theodoros	theodoro	NOUN
cblr-3425	255	61	evgeniou	evgeniou	NOUN
cblr-3425	255	62	&	&	CCONJ
cblr-3425	255	63	massimiliano	massimiliano	PROPN
cblr-3425	255	64	pontil	pontil	PROPN
cblr-3425	255	65	,	,	PUNCT
cblr-3425	255	66	convex	convex	VERB
cblr-3425	255	67	multi	multi	ADJ
cblr-3425	255	68	-	-	ADJ
cblr-3425	255	69	task	task	ADJ
cblr-3425	255	70	feature	feature	NOUN
cblr-3425	255	71	learning	learning	NOUN
cblr-3425	255	72	,	,	PUNCT
cblr-3425	255	73	73	73	NUM
cblr-3425	255	74	machine	machine	NOUN
cblr-3425	255	75	learning	learn	VERB
cblr-3425	255	76	243	243	NUM
cblr-3425	255	77	(	(	PUNCT
cblr-3425	255	78	2008	2008	NUM
cblr-3425	255	79	)	)	PUNCT
cblr-3425	255	80	;	;	PUNCT
cblr-3425	255	81	rich	rich	ADJ
cblr-3425	255	82	caruana	caruana	PROPN
cblr-3425	255	83	,	,	PUNCT
cblr-3425	255	84	multitask	multitask	PROPN
cblr-3425	255	85	learning	learning	NOUN
cblr-3425	255	86	,	,	PUNCT
cblr-3425	255	87	28	28	NUM
cblr-3425	255	88	machine	machine	NOUN
cblr-3425	255	89	learning	learn	VERB
cblr-3425	255	90	41	41	NUM
cblr-3425	255	91	(	(	PUNCT
cblr-3425	255	92	1997	1997	NUM
cblr-3425	255	93	)	)	PUNCT
cblr-3425	255	94	;	;	PUNCT
cblr-3425	255	95	carlo	carlo	NOUN
cblr-3425	255	96	ciliberto	ciliberto	PROPN
cblr-3425	255	97	,	,	PUNCT
cblr-3425	255	98	youssef	youssef	PROPN
cblr-3425	255	99	mroueh	mroueh	PROPN
cblr-3425	255	100	,	,	PUNCT
cblr-3425	255	101	tomaso	tomaso	NOUN
cblr-3425	255	102	poggio	poggio	PROPN
cblr-3425	255	103	&	&	CCONJ
cblr-3425	255	104	lorenzo	lorenzo	PROPN
cblr-3425	255	105	rosasco	rosasco	PROPN
cblr-3425	255	106	,	,	PUNCT
cblr-3425	255	107	convex	convex	PROPN
cblr-3425	255	108	learning	learning	NOUN
cblr-3425	255	109	of	of	ADP
cblr-3425	255	110	multiple	multiple	ADJ
cblr-3425	255	111	tasks	task	NOUN
cblr-3425	255	112	and	and	CCONJ
cblr-3425	255	113	their	their	PRON
cblr-3425	255	114	structure	structure	NOUN
cblr-3425	255	115	1	1	NUM
cblr-3425	255	116	(	(	PUNCT
cblr-3425	255	117	apr	apr	PROPN
cblr-3425	255	118	.	.	PROPN
cblr-3425	255	119	17	17	NUM
cblr-3425	255	120	,	,	PUNCT
cblr-3425	255	121	2015	2015	NUM
cblr-3425	255	122	)	)	PUNCT
cblr-3425	255	123	(	(	PUNCT
cblr-3425	255	124	unpublished	unpublished	ADJ
cblr-3425	255	125	manuscript	manuscript	NOUN
cblr-3425	255	126	)	)	PUNCT
cblr-3425	255	127	,	,	PUNCT
cblr-3425	255	128	https://arxiv.org/abs/1504.03101	https://arxiv.org/abs/1504.03101	PUNCT
cblr-3425	256	1	[	[	X
cblr-3425	256	2	https://perma.cc/nw2k-jjj3	https://perma.cc/nw2k-jjj3	X
cblr-3425	256	3	]	]	PUNCT
cblr-3425	256	4	.	.	PUNCT
cblr-3425	257	1	69	69	NUM
cblr-3425	257	2	see	see	VERB
cblr-3425	257	3	supra	supra	PROPN
cblr-3425	257	4	note	note	PROPN
cblr-3425	257	5	68	68	NUM
cblr-3425	257	6	.	.	PUNCT
cblr-3425	257	7	70	70	NUM
cblr-3425	257	8	interview	interview	NOUN
cblr-3425	257	9	with	with	ADP
cblr-3425	257	10	private	private	ADJ
cblr-3425	257	11	technology	technology	NOUN
cblr-3425	257	12	company	company	NOUN
cblr-3425	257	13	representative	representative	NOUN
cblr-3425	257	14	,	,	PUNCT
cblr-3425	257	15	supra	supra	PROPN
cblr-3425	257	16	note	note	NOUN
cblr-3425	257	17	65	65	NUM
cblr-3425	257	18	.	.	PUNCT
cblr-3425	258	1	71	71	NUM
cblr-3425	259	1	i	i	PRON
cblr-3425	259	2	d.	d.	PROPN
cblr-3425	259	3	see	see	VERB
cblr-3425	259	4	generally	generally	ADV
cblr-3425	259	5	simon	simon	PROPN
cblr-3425	259	6	haykin	haykin	PROPN
cblr-3425	259	7	,	,	PUNCT
cblr-3425	259	8	neural	neural	ADJ
cblr-3425	259	9	networks	network	NOUN
cblr-3425	259	10	and	and	CCONJ
cblr-3425	259	11	learning	learn	VERB
cblr-3425	259	12	machines	machine	NOUN
cblr-3425	259	13	(	(	PUNCT
cblr-3425	259	14	3d	3d	PROPN
cblr-3425	259	15	ed	ed	NOUN
cblr-3425	259	16	.	.	PROPN
cblr-3425	259	17	2009	2009	NUM
cblr-3425	259	18	)	)	PUNCT
cblr-3425	259	19	;	;	PUNCT
cblr-3425	259	20	jürgen	jürgen	PROPN
cblr-3425	259	21	schmidhuber	schmidhuber	PROPN
cblr-3425	259	22	,	,	PUNCT
cblr-3425	259	23	deep	deep	ADJ
cblr-3425	259	24	learning	learning	NOUN
cblr-3425	259	25	in	in	ADP
cblr-3425	259	26	neural	neural	ADJ
cblr-3425	259	27	networks	network	NOUN
cblr-3425	259	28	:	:	PUNCT
cblr-3425	259	29	an	an	DET
cblr-3425	259	30	overview	overview	NOUN
cblr-3425	259	31	,	,	PUNCT
cblr-3425	259	32	61	61	NUM
cblr-3425	259	33	neural	neural	ADJ
cblr-3425	259	34	networks	network	NOUN
cblr-3425	259	35	85	85	NUM
cblr-3425	259	36	(	(	PUNCT
cblr-3425	259	37	2015	2015	NUM
cblr-3425	259	38	)	)	PUNCT
cblr-3425	259	39	.	.	PUNCT
cblr-3425	260	1	72	72	NUM
cblr-3425	260	2	see	see	VERB
cblr-3425	260	3	mehryar	mehryar	PROPN
cblr-3425	260	4	mohri	mohri	PROPN
cblr-3425	260	5	,	,	PUNCT
cblr-3425	260	6	afshin	afshin	PROPN
cblr-3425	260	7	rostamizadeh	rostamizadeh	PROPN
cblr-3425	260	8	&	&	CCONJ
cblr-3425	260	9	ameet	ameet	PROPN
cblr-3425	260	10	talwalkar	talwalkar	PROPN
cblr-3425	260	11	,	,	PUNCT
cblr-3425	260	12	foundations	foundation	NOUN
cblr-3425	260	13	of	of	ADP
cblr-3425	260	14	machine	machine	NOUN
cblr-3425	260	15	learning	learning	NOUN
cblr-3425	260	16	(	(	PUNCT
cblr-3425	260	17	2012	2012	NUM
cblr-3425	260	18	)	)	PUNCT
cblr-3425	260	19	;	;	PUNCT
cblr-3425	260	20	stuart	stuart	PROPN
cblr-3425	260	21	russell	russell	PROPN
cblr-3425	260	22	&	&	CCONJ
cblr-3425	260	23	peter	peter	PROPN
cblr-3425	260	24	norvig	norvig	PROPN
cblr-3425	260	25	,	,	PUNCT
cblr-3425	260	26	artificial	artificial	ADJ
cblr-3425	260	27	intelligence	intelligence	NOUN
cblr-3425	260	28	:	:	PUNCT
cblr-3425	260	29	a	a	DET
cblr-3425	260	30	modern	modern	ADJ
cblr-3425	260	31	approach	approach	NOUN
cblr-3425	260	32	(	(	PUNCT
cblr-3425	260	33	3d	3d	PROPN
cblr-3425	260	34	ed	ed	NOUN
cblr-3425	260	35	.	.	PROPN
cblr-3425	260	36	2010	2010	NUM
cblr-3425	260	37	)	)	PUNCT
cblr-3425	260	38	;	;	PUNCT
cblr-3425	260	39	surden	surden	VERB
cblr-3425	260	40	,	,	PUNCT
cblr-3425	260	41	supra	supra	PROPN
cblr-3425	260	42	note	note	PROPN
cblr-3425	260	43	35	35	NUM
cblr-3425	260	44	,	,	PUNCT
cblr-3425	260	45	at	at	ADP
cblr-3425	260	46	93	93	NUM
cblr-3425	260	47	;	;	PUNCT
cblr-3425	260	48	irene	irene	PROPN
cblr-3425	260	49	ng	ng	PROPN
cblr-3425	260	50	(	(	PUNCT
cblr-3425	260	51	huang	huang	PROPN
cblr-3425	260	52	ying	ying	PROPN
cblr-3425	260	53	)	)	PUNCT
cblr-3425	260	54	,	,	PUNCT
cblr-3425	260	55	the	the	DET
cblr-3425	260	56	art	art	NOUN
cblr-3425	260	57	of	of	ADP
cblr-3425	260	58	contract	contract	NOUN
cblr-3425	260	59	drafting	drafting	NOUN
cblr-3425	260	60	in	in	ADP
cblr-3425	260	61	the	the	DET
cblr-3425	260	62	age	age	NOUN
cblr-3425	260	63	of	of	ADP
cblr-3425	260	64	artificial	artificial	ADJ
cblr-3425	260	65	intelligence	intelligence	NOUN
cblr-3425	260	66	:	:	PUNCT
cblr-3425	260	67	a	a	DET
cblr-3425	260	68	comparative	comparative	ADJ
cblr-3425	260	69	study	study	NOUN
cblr-3425	260	70	based	base	VERB
cblr-3425	260	71	on	on	ADP
cblr-3425	260	72	us	we	PRON
cblr-3425	260	73	,	,	PUNCT
cblr-3425	260	74	uk	uk	PROPN
cblr-3425	260	75	and	and	CCONJ
cblr-3425	260	76	austrian	austrian	ADJ
cblr-3425	260	77	law	law	NOUN
cblr-3425	260	78	25	25	NUM
cblr-3425	260	79	(	(	PUNCT
cblr-3425	260	80	transatlantic	transatlantic	ADJ
cblr-3425	260	81	tech	tech	NOUN
cblr-3425	260	82	.	.	PUNCT
cblr-3425	261	1	l.f	l.f	PROPN
cblr-3425	261	2	.	.	PROPN
cblr-3425	261	3	working	working	PROPN
cblr-3425	261	4	paper	paper	PROPN
cblr-3425	261	5	no	no	INTJ
cblr-3425	261	6	.	.	PROPN
cblr-3425	261	7	26	26	NUM
cblr-3425	261	8	,	,	PUNCT
cblr-3425	261	9	2017	2017	NUM
cblr-3425	261	10	)	)	PUNCT
cblr-3425	261	11	;	;	PUNCT
cblr-3425	261	12	remus	remus	PROPN
cblr-3425	261	13	&	&	CCONJ
cblr-3425	261	14	levy	levy	PROPN
cblr-3425	261	15	,	,	PUNCT
cblr-3425	261	16	supra	supra	PROPN
cblr-3425	261	17	note	note	NOUN
cblr-3425	261	18	44	44	NUM
cblr-3425	261	19	,	,	PUNCT
cblr-3425	261	20	at	at	ADP
cblr-3425	261	21	9–10	9–10	NOUN
cblr-3425	261	22	.	.	PUNCT
cblr-3425	262	1	no	no	INTJ
cblr-3425	262	2	.	.	NOUN
cblr-3425	262	3	2:621	2:621	NUM
cblr-3425	262	4	]	]	X
cblr-3425	262	5	predictive	predictive	ADJ
cblr-3425	262	6	contracting	contracting	NOUN
cblr-3425	262	7	641	641	NUM
cblr-3425	262	8	designed	design	VERB
cblr-3425	262	9	to	to	PART
cblr-3425	262	10	identify	identify	VERB
cblr-3425	262	11	whether	whether	SCONJ
cblr-3425	262	12	an	an	DET
cblr-3425	262	13	image	image	NOUN
cblr-3425	262	14	contains	contain	VERB
cblr-3425	262	15	an	an	DET
cblr-3425	262	16	apple	apple	NOUN
cblr-3425	262	17	would	would	AUX
cblr-3425	262	18	be	be	AUX
cblr-3425	262	19	trained	train	VERB
cblr-3425	262	20	on	on	ADP
cblr-3425	262	21	a	a	DET
cblr-3425	262	22	data	datum	NOUN
cblr-3425	262	23	set	set	VERB
cblr-3425	262	24	of	of	ADP
cblr-3425	262	25	images	image	NOUN
cblr-3425	262	26	that	that	PRON
cblr-3425	262	27	a	a	DET
cblr-3425	262	28	human	human	NOUN
cblr-3425	262	29	had	have	AUX
cblr-3425	262	30	gone	go	VERB
cblr-3425	262	31	through	through	ADP
cblr-3425	262	32	ahead	ahead	ADV
cblr-3425	262	33	of	of	ADP
cblr-3425	262	34	time	time	NOUN
cblr-3425	262	35	and	and	CCONJ
cblr-3425	262	36	tagged	tag	VERB
cblr-3425	262	37	which	which	DET
cblr-3425	262	38	ones	one	NOUN
cblr-3425	262	39	contained	contain	VERB
cblr-3425	262	40	apples	apple	NOUN
cblr-3425	262	41	.	.	PUNCT
cblr-3425	263	1	based	base	VERB
cblr-3425	263	2	on	on	ADP
cblr-3425	263	3	this	this	DET
cblr-3425	263	4	labeled	label	VERB
cblr-3425	263	5	data	datum	NOUN
cblr-3425	263	6	,	,	PUNCT
cblr-3425	263	7	the	the	DET
cblr-3425	263	8	model	model	NOUN
cblr-3425	263	9	would	would	AUX
cblr-3425	263	10	learn	learn	VERB
cblr-3425	263	11	to	to	PART
cblr-3425	263	12	identify	identify	VERB
cblr-3425	263	13	the	the	DET
cblr-3425	263	14	image	image	NOUN
cblr-3425	263	15	characteristics	characteristic	NOUN
cblr-3425	263	16	of	of	ADP
cblr-3425	263	17	an	an	DET
cblr-3425	263	18	apple	apple	NOUN
cblr-3425	263	19	.	.	PUNCT
cblr-3425	264	1	in	in	ADP
cblr-3425	264	2	the	the	DET
cblr-3425	264	3	predictive	predictive	ADJ
cblr-3425	264	4	contracting	contracting	NOUN
cblr-3425	264	5	context	context	NOUN
cblr-3425	264	6	,	,	PUNCT
cblr-3425	264	7	a	a	DET
cblr-3425	264	8	supervised	supervised	ADJ
cblr-3425	264	9	model	model	NOUN
cblr-3425	264	10	would	would	AUX
cblr-3425	264	11	be	be	AUX
cblr-3425	264	12	trained	train	VERB
cblr-3425	264	13	on	on	ADP
cblr-3425	264	14	labeled	label	VERB
cblr-3425	264	15	data	datum	NOUN
cblr-3425	264	16	of	of	ADP
cblr-3425	264	17	contract	contract	NOUN
cblr-3425	264	18	terms	term	NOUN
cblr-3425	264	19	and	and	CCONJ
cblr-3425	264	20	outcomes	outcome	NOUN
cblr-3425	264	21	.	.	PUNCT
cblr-3425	265	1	for	for	ADP
cblr-3425	265	2	example	example	NOUN
cblr-3425	265	3	,	,	PUNCT
cblr-3425	265	4	a	a	DET
cblr-3425	265	5	supervised	supervised	ADJ
cblr-3425	265	6	predictive	predictive	ADJ
cblr-3425	265	7	contracting	contracting	NOUN
cblr-3425	265	8	model	model	NOUN
cblr-3425	265	9	designed	design	VERB
cblr-3425	265	10	to	to	PART
cblr-3425	265	11	identify	identify	VERB
cblr-3425	265	12	connections	connection	NOUN
cblr-3425	265	13	between	between	ADP
cblr-3425	265	14	anti	anti	ADJ
cblr-3425	265	15	-	-	ADJ
cblr-3425	265	16	dilution	dilution	ADJ
cblr-3425	265	17	provisions	provision	NOUN
cblr-3425	265	18	in	in	ADP
cblr-3425	265	19	venture	venture	NOUN
cblr-3425	265	20	financing	financing	NOUN
cblr-3425	265	21	agreements	agreement	NOUN
cblr-3425	265	22	and	and	CCONJ
cblr-3425	265	23	entrepreneur	entrepreneur	NOUN
cblr-3425	265	24	ownership	ownership	NOUN
cblr-3425	265	25	at	at	ADP
cblr-3425	265	26	liquidation	liquidation	NOUN
cblr-3425	265	27	would	would	AUX
cblr-3425	265	28	be	be	AUX
cblr-3425	265	29	trained	train	VERB
cblr-3425	265	30	on	on	ADP
cblr-3425	265	31	a	a	DET
cblr-3425	265	32	data	datum	NOUN
cblr-3425	265	33	set	set	VERB
cblr-3425	265	34	of	of	ADP
cblr-3425	265	35	contracts	contract	NOUN
cblr-3425	265	36	labeled	label	VERB
cblr-3425	265	37	with	with	ADP
cblr-3425	265	38	their	their	PRON
cblr-3425	265	39	type	type	NOUN
cblr-3425	265	40	of	of	ADP
cblr-3425	265	41	anti	anti	ADJ
cblr-3425	265	42	-	-	ADJ
cblr-3425	265	43	dilution	dilution	ADJ
cblr-3425	265	44	provision	provision	NOUN
cblr-3425	265	45	and	and	CCONJ
cblr-3425	265	46	the	the	DET
cblr-3425	265	47	percent	percent	NOUN
cblr-3425	265	48	of	of	ADP
cblr-3425	265	49	entrepreneur	entrepreneur	NOUN
cblr-3425	265	50	ownership	ownership	NOUN
cblr-3425	265	51	at	at	ADP
cblr-3425	265	52	liquidation	liquidation	NOUN
cblr-3425	265	53	.	.	PUNCT
cblr-3425	266	1	the	the	DET
cblr-3425	266	2	necessity	necessity	NOUN
cblr-3425	266	3	of	of	ADP
cblr-3425	266	4	data	datum	NOUN
cblr-3425	266	5	labeling	labeling	NOUN
cblr-3425	266	6	for	for	ADP
cblr-3425	266	7	supervised	supervised	ADJ
cblr-3425	266	8	learning	learning	NOUN
cblr-3425	266	9	emphasizes	emphasize	VERB
cblr-3425	266	10	the	the	DET
cblr-3425	266	11	importance	importance	NOUN
cblr-3425	266	12	of	of	ADP
cblr-3425	266	13	collecting	collect	VERB
cblr-3425	266	14	contract	contract	NOUN
cblr-3425	266	15	data	datum	NOUN
cblr-3425	266	16	that	that	PRON
cblr-3425	266	17	are	be	AUX
cblr-3425	266	18	properly	properly	ADV
cblr-3425	266	19	formatted	format	VERB
cblr-3425	266	20	and	and	CCONJ
cblr-3425	266	21	structured	structure	VERB
cblr-3425	266	22	for	for	ADP
cblr-3425	266	23	use	use	NOUN
cblr-3425	266	24	in	in	ADP
cblr-3425	266	25	machine	machine	NOUN
cblr-3425	266	26	learning	learning	NOUN
cblr-3425	266	27	.	.	PUNCT
cblr-3425	267	1	part	part	NOUN
cblr-3425	267	2	ii.c	ii.c	VERB
cblr-3425	267	3	below	below	ADV
cblr-3425	267	4	discusses	discuss	VERB
cblr-3425	267	5	potential	potential	ADJ
cblr-3425	267	6	means	mean	NOUN
cblr-3425	267	7	of	of	ADP
cblr-3425	267	8	collecting	collect	VERB
cblr-3425	267	9	contract	contract	NOUN
cblr-3425	267	10	data	datum	NOUN
cblr-3425	267	11	in	in	ADP
cblr-3425	267	12	this	this	DET
cblr-3425	267	13	manner	manner	NOUN
cblr-3425	267	14	.	.	PUNCT
cblr-3425	268	1	unsupervised	unsupervised	ADJ
cblr-3425	268	2	machine	machine	NOUN
cblr-3425	268	3	learning	learning	NOUN
cblr-3425	268	4	models	model	NOUN
cblr-3425	268	5	,	,	PUNCT
cblr-3425	268	6	on	on	ADP
cblr-3425	268	7	the	the	DET
cblr-3425	268	8	other	other	ADJ
cblr-3425	268	9	hand	hand	NOUN
cblr-3425	268	10	,	,	PUNCT
cblr-3425	268	11	learn	learn	VERB
cblr-3425	268	12	from	from	ADP
cblr-3425	268	13	unlabeled	unlabeled	PROPN
cblr-3425	268	14	data.73	data.73	NOUN
cblr-3425	268	15	in	in	ADP
cblr-3425	268	16	the	the	DET
cblr-3425	268	17	apple	apple	NOUN
cblr-3425	268	18	image	image	NOUN
cblr-3425	268	19	recognition	recognition	NOUN
cblr-3425	268	20	example	example	NOUN
cblr-3425	268	21	above	above	ADV
cblr-3425	268	22	,	,	PUNCT
cblr-3425	268	23	an	an	DET
cblr-3425	268	24	unsupervised	unsupervised	ADJ
cblr-3425	268	25	model	model	NOUN
cblr-3425	268	26	would	would	AUX
cblr-3425	268	27	be	be	AUX
cblr-3425	268	28	provided	provide	VERB
cblr-3425	268	29	with	with	ADP
cblr-3425	268	30	a	a	DET
cblr-3425	268	31	data	data	NOUN
cblr-3425	268	32	set	set	VERB
cblr-3425	268	33	of	of	ADP
cblr-3425	268	34	unlabeled	unlabeled	ADJ
cblr-3425	268	35	images	image	NOUN
cblr-3425	268	36	,	,	PUNCT
cblr-3425	268	37	some	some	DET
cblr-3425	268	38	containing	contain	VERB
cblr-3425	268	39	apples	apple	NOUN
cblr-3425	268	40	,	,	PUNCT
cblr-3425	268	41	some	some	PRON
cblr-3425	268	42	not	not	PART
cblr-3425	268	43	.	.	PUNCT
cblr-3425	269	1	in	in	ADP
cblr-3425	269	2	the	the	DET
cblr-3425	269	3	predictive	predictive	ADJ
cblr-3425	269	4	contracting	contracting	NOUN
cblr-3425	269	5	context	context	NOUN
cblr-3425	269	6	,	,	PUNCT
cblr-3425	269	7	an	an	DET
cblr-3425	269	8	example	example	NOUN
cblr-3425	269	9	of	of	ADP
cblr-3425	269	10	unlabeled	unlabeled	ADJ
cblr-3425	269	11	data	datum	NOUN
cblr-3425	269	12	would	would	AUX
cblr-3425	269	13	be	be	AUX
cblr-3425	269	14	a	a	DET
cblr-3425	269	15	contract	contract	NOUN
cblr-3425	269	16	in	in	ADP
cblr-3425	269	17	microsoft	microsoft	PROPN
cblr-3425	269	18	word	word	NOUN
cblr-3425	269	19	or	or	CCONJ
cblr-3425	269	20	pdf	pdf	NOUN
cblr-3425	269	21	format	format	NOUN
cblr-3425	269	22	with	with	ADP
cblr-3425	269	23	none	none	NOUN
cblr-3425	269	24	of	of	ADP
cblr-3425	269	25	its	its	PRON
cblr-3425	269	26	terms	term	NOUN
cblr-3425	269	27	labeled	label	VERB
cblr-3425	269	28	ahead	ahead	ADV
cblr-3425	269	29	of	of	ADP
cblr-3425	269	30	time	time	NOUN
cblr-3425	269	31	by	by	ADP
cblr-3425	269	32	a	a	DET
cblr-3425	269	33	human	human	NOUN
cblr-3425	269	34	.	.	PUNCT
cblr-3425	270	1	because	because	SCONJ
cblr-3425	270	2	unsupervised	unsupervised	ADJ
cblr-3425	270	3	models	model	NOUN
cblr-3425	270	4	do	do	AUX
cblr-3425	270	5	not	not	PART
cblr-3425	270	6	require	require	VERB
cblr-3425	270	7	labeled	label	VERB
cblr-3425	270	8	data	datum	NOUN
cblr-3425	270	9	,	,	PUNCT
cblr-3425	270	10	they	they	PRON
cblr-3425	270	11	are	be	AUX
cblr-3425	270	12	well	well	ADV
cblr-3425	270	13	-	-	PUNCT
cblr-3425	270	14	suited	suit	VERB
cblr-3425	270	15	for	for	ADP
cblr-3425	270	16	situations	situation	NOUN
cblr-3425	270	17	in	in	ADP
cblr-3425	270	18	which	which	PRON
cblr-3425	270	19	labeling	labeling	NOUN
cblr-3425	270	20	data	datum	NOUN
cblr-3425	270	21	is	be	AUX
cblr-3425	270	22	difficult	difficult	ADJ
cblr-3425	270	23	or	or	CCONJ
cblr-3425	270	24	impossible	impossible	ADJ
cblr-3425	270	25	.	.	PUNCT
cblr-3425	271	1	yet	yet	CCONJ
cblr-3425	271	2	unsupervised	unsupervised	ADJ
cblr-3425	271	3	models	model	NOUN
cblr-3425	271	4	can	can	AUX
cblr-3425	271	5	prove	prove	VERB
cblr-3425	271	6	less	less	ADV
cblr-3425	271	7	effective	effective	ADJ
cblr-3425	271	8	than	than	ADP
cblr-3425	271	9	supervised	supervised	ADJ
cblr-3425	271	10	models	model	NOUN
cblr-3425	271	11	in	in	ADP
cblr-3425	271	12	situations	situation	NOUN
cblr-3425	271	13	in	in	ADP
cblr-3425	271	14	which	which	PRON
cblr-3425	271	15	the	the	DET
cblr-3425	271	16	user	user	NOUN
cblr-3425	271	17	is	be	AUX
cblr-3425	271	18	interested	interested	ADJ
cblr-3425	271	19	in	in	ADP
cblr-3425	271	20	identifying	identify	VERB
cblr-3425	271	21	connections	connection	NOUN
cblr-3425	271	22	between	between	ADP
cblr-3425	271	23	specific	specific	ADJ
cblr-3425	271	24	inputs	input	NOUN
cblr-3425	271	25	and	and	CCONJ
cblr-3425	271	26	outputs	output	NOUN
cblr-3425	271	27	because	because	SCONJ
cblr-3425	271	28	these	these	DET
cblr-3425	271	29	inputs	input	NOUN
cblr-3425	271	30	and	and	CCONJ
cblr-3425	271	31	outputs	output	NOUN
cblr-3425	271	32	are	be	AUX
cblr-3425	271	33	not	not	PART
cblr-3425	271	34	pre	pre	ADJ
cblr-3425	271	35	-	-	VERB
cblr-3425	271	36	defined	define	VERB
cblr-3425	271	37	by	by	ADP
cblr-3425	271	38	the	the	DET
cblr-3425	271	39	user	user	NOUN
cblr-3425	271	40	.	.	PUNCT
cblr-3425	272	1	for	for	ADP
cblr-3425	272	2	predictive	predictive	ADJ
cblr-3425	272	3	contracting	contracting	NOUN
cblr-3425	272	4	,	,	PUNCT
cblr-3425	272	5	if	if	SCONJ
cblr-3425	272	6	a	a	DET
cblr-3425	272	7	contract	contract	NOUN
cblr-3425	272	8	drafter	drafter	NOUN
cblr-3425	272	9	is	be	AUX
cblr-3425	272	10	interested	interested	ADJ
cblr-3425	272	11	in	in	ADP
cblr-3425	272	12	understanding	understand	VERB
cblr-3425	272	13	the	the	DET
cblr-3425	272	14	connections	connection	NOUN
cblr-3425	272	15	between	between	ADP
cblr-3425	272	16	a	a	DET
cblr-3425	272	17	specific	specific	ADJ
cblr-3425	272	18	term	term	NOUN
cblr-3425	272	19	or	or	CCONJ
cblr-3425	272	20	set	set	NOUN
cblr-3425	272	21	of	of	ADP
cblr-3425	272	22	terms	term	NOUN
cblr-3425	272	23	and	and	CCONJ
cblr-3425	272	24	a	a	DET
cblr-3425	272	25	73	73	NUM
cblr-3425	272	26	see	see	VERB
cblr-3425	272	27	unsupervised	unsupervised	ADJ
cblr-3425	272	28	learning	learning	NOUN
cblr-3425	272	29	:	:	PUNCT
cblr-3425	272	30	foundations	foundation	NOUN
cblr-3425	272	31	of	of	ADP
cblr-3425	272	32	neural	neural	ADJ
cblr-3425	272	33	computation	computation	NOUN
cblr-3425	272	34	(	(	PUNCT
cblr-3425	272	35	geoffrey	geoffrey	PROPN
cblr-3425	272	36	hinton	hinton	PROPN
cblr-3425	272	37	&	&	CCONJ
cblr-3425	272	38	terrence	terrence	PROPN
cblr-3425	272	39	j.	j.	PROPN
cblr-3425	272	40	sejnowski	sejnowski	PROPN
cblr-3425	272	41	eds	eds	PROPN
cblr-3425	272	42	.	.	PROPN
cblr-3425	272	43	,	,	PUNCT
cblr-3425	272	44	1999	1999	NUM
cblr-3425	272	45	)	)	PUNCT
cblr-3425	272	46	;	;	PUNCT
cblr-3425	272	47	richard	richard	PROPN
cblr-3425	272	48	o.	o.	PROPN
cblr-3425	272	49	duda	duda	PROPN
cblr-3425	272	50	,	,	PUNCT
cblr-3425	272	51	peter	peter	PROPN
cblr-3425	272	52	hart	hart	PROPN
cblr-3425	272	53	&	&	CCONJ
cblr-3425	272	54	david	david	PROPN
cblr-3425	272	55	g.	g.	PROPN
cblr-3425	272	56	stork	stork	PROPN
cblr-3425	272	57	,	,	PUNCT
cblr-3425	272	58	pattern	pattern	VERB
cblr-3425	272	59	classification	classification	NOUN
cblr-3425	272	60	517–600	517–600	NUM
cblr-3425	272	61	(	(	PUNCT
cblr-3425	272	62	2d	2d	NUM
cblr-3425	272	63	ed	ed	NOUN
cblr-3425	272	64	.	.	PROPN
cblr-3425	272	65	2001	2001	NUM
cblr-3425	272	66	)	)	PUNCT
cblr-3425	272	67	;	;	PUNCT
cblr-3425	272	68	ng	ng	PROPN
cblr-3425	272	69	,	,	PUNCT
cblr-3425	272	70	supra	supra	PROPN
cblr-3425	272	71	note	note	PROPN
cblr-3425	272	72	72	72	NUM
cblr-3425	272	73	,	,	PUNCT
cblr-3425	272	74	at	at	ADP
cblr-3425	272	75	25–26	25–26	NUM
cblr-3425	272	76	;	;	PUNCT
cblr-3425	272	77	remus	remus	PROPN
cblr-3425	272	78	&	&	CCONJ
cblr-3425	272	79	levy	levy	PROPN
cblr-3425	272	80	,	,	PUNCT
cblr-3425	272	81	supra	supra	PROPN
cblr-3425	272	82	note	note	NOUN
cblr-3425	272	83	44	44	NUM
cblr-3425	272	84	,	,	PUNCT
cblr-3425	272	85	at	at	ADP
cblr-3425	272	86	10–11	10–11	NUM
cblr-3425	272	87	.	.	PUNCT
cblr-3425	273	1	642	642	NUM
cblr-3425	273	2	columbia	columbia	PROPN
cblr-3425	273	3	business	business	NOUN
cblr-3425	273	4	law	law	PROPN
cblr-3425	273	5	review	review	NOUN
cblr-3425	273	6	[	[	X
cblr-3425	273	7	vol	vol	NOUN
cblr-3425	273	8	.	.	PUNCT
cblr-3425	273	9	2019	2019	NUM
cblr-3425	273	10	defined	define	VERB
cblr-3425	273	11	set	set	NOUN
cblr-3425	273	12	of	of	ADP
cblr-3425	273	13	outcomes	outcome	NOUN
cblr-3425	273	14	,	,	PUNCT
cblr-3425	273	15	a	a	DET
cblr-3425	273	16	supervised	supervised	ADJ
cblr-3425	273	17	model	model	NOUN
cblr-3425	273	18	would	would	AUX
cblr-3425	273	19	likely	likely	ADV
cblr-3425	273	20	prove	prove	VERB
cblr-3425	273	21	more	more	ADV
cblr-3425	273	22	effective	effective	ADJ
cblr-3425	273	23	.	.	PUNCT
cblr-3425	274	1	as	as	ADP
cblr-3425	274	2	a	a	DET
cblr-3425	274	3	result	result	NOUN
cblr-3425	274	4	,	,	PUNCT
cblr-3425	274	5	early	early	ADJ
cblr-3425	274	6	versions	version	NOUN
cblr-3425	274	7	of	of	ADP
cblr-3425	274	8	predictive	predictive	ADJ
cblr-3425	274	9	contracting	contracting	NOUN
cblr-3425	274	10	will	will	AUX
cblr-3425	274	11	likely	likely	ADV
cblr-3425	274	12	rely	rely	VERB
cblr-3425	274	13	more	more	ADV
cblr-3425	274	14	heavily	heavily	ADV
cblr-3425	274	15	on	on	ADP
cblr-3425	274	16	supervised	supervised	ADJ
cblr-3425	274	17	learning	learning	NOUN
cblr-3425	274	18	due	due	ADP
cblr-3425	274	19	to	to	ADP
cblr-3425	274	20	initial	initial	ADJ
cblr-3425	274	21	applications	application	NOUN
cblr-3425	274	22	of	of	ADP
cblr-3425	274	23	predictive	predictive	ADJ
cblr-3425	274	24	contracting	contracting	NOUN
cblr-3425	274	25	being	be	AUX
cblr-3425	274	26	relatively	relatively	ADV
cblr-3425	274	27	specific	specific	ADJ
cblr-3425	274	28	and	and	CCONJ
cblr-3425	274	29	narrow	narrow	ADJ
cblr-3425	274	30	in	in	ADP
cblr-3425	274	31	scope	scope	NOUN
cblr-3425	274	32	.	.	PUNCT
cblr-3425	275	1	as	as	SCONJ
cblr-3425	275	2	predictive	predictive	ADJ
cblr-3425	275	3	contracting	contracting	NOUN
cblr-3425	275	4	expands	expand	VERB
cblr-3425	275	5	in	in	ADP
cblr-3425	275	6	scope	scope	NOUN
cblr-3425	275	7	to	to	PART
cblr-3425	275	8	address	address	VERB
cblr-3425	275	9	more	more	ADJ
cblr-3425	275	10	complex	complex	ADJ
cblr-3425	275	11	relationships	relationship	NOUN
cblr-3425	275	12	between	between	ADP
cblr-3425	275	13	terms	term	NOUN
cblr-3425	275	14	and	and	CCONJ
cblr-3425	275	15	outcomes	outcome	NOUN
cblr-3425	275	16	,	,	PUNCT
cblr-3425	275	17	developers	developer	NOUN
cblr-3425	275	18	may	may	AUX
cblr-3425	275	19	turn	turn	VERB
cblr-3425	275	20	to	to	ADP
cblr-3425	275	21	unsupervised	unsupervised	ADJ
cblr-3425	275	22	learning	learning	NOUN
cblr-3425	275	23	.	.	PUNCT
cblr-3425	276	1	b.	b.	PROPN
cblr-3425	276	2	data	data	PROPN
cblr-3425	276	3	a	a	DET
cblr-3425	276	4	predictive	predictive	ADJ
cblr-3425	276	5	contracting	contracting	NOUN
cblr-3425	276	6	system	system	NOUN
cblr-3425	276	7	running	run	VERB
cblr-3425	276	8	on	on	ADP
cblr-3425	276	9	machine	machine	NOUN
cblr-3425	276	10	learning	learn	VERB
cblr-3425	276	11	technology	technology	NOUN
cblr-3425	276	12	as	as	SCONJ
cblr-3425	276	13	discussed	discuss	VERB
cblr-3425	276	14	in	in	ADP
cblr-3425	276	15	part	part	NOUN
cblr-3425	276	16	ii.a	ii.a	PROPN
cblr-3425	276	17	will	will	AUX
cblr-3425	276	18	require	require	VERB
cblr-3425	276	19	the	the	DET
cblr-3425	276	20	following	follow	VERB
cblr-3425	276	21	three	three	NUM
cblr-3425	276	22	categories	category	NOUN
cblr-3425	276	23	of	of	ADP
cblr-3425	276	24	contract	contract	NOUN
cblr-3425	276	25	data	datum	NOUN
cblr-3425	276	26	:	:	PUNCT
cblr-3425	276	27	(	(	PUNCT
cblr-3425	276	28	1	1	X
cblr-3425	276	29	)	)	PUNCT
cblr-3425	276	30	terms	term	NOUN
cblr-3425	276	31	,	,	PUNCT
cblr-3425	276	32	(	(	PUNCT
cblr-3425	276	33	2	2	X
cblr-3425	276	34	)	)	PUNCT
cblr-3425	276	35	outcomes	outcome	NOUN
cblr-3425	276	36	,	,	PUNCT
cblr-3425	276	37	and	and	CCONJ
cblr-3425	276	38	(	(	PUNCT
cblr-3425	276	39	3	3	X
cblr-3425	276	40	)	)	PUNCT
cblr-3425	276	41	exogenous	exogenous	ADJ
cblr-3425	276	42	conditions	condition	NOUN
cblr-3425	276	43	.	.	PUNCT
cblr-3425	277	1	these	these	DET
cblr-3425	277	2	data	datum	NOUN
cblr-3425	277	3	categories	category	NOUN
cblr-3425	277	4	are	be	AUX
cblr-3425	277	5	discussed	discuss	VERB
cblr-3425	277	6	in	in	ADP
cblr-3425	277	7	the	the	DET
cblr-3425	277	8	sections	section	NOUN
cblr-3425	277	9	below	below	ADV
cblr-3425	277	10	.	.	PUNCT
cblr-3425	278	1	1	1	X
cblr-3425	278	2	.	.	NUM
cblr-3425	278	3	terms	term	NOUN
cblr-3425	278	4	the	the	DET
cblr-3425	278	5	first	first	ADJ
cblr-3425	278	6	category	category	NOUN
cblr-3425	278	7	of	of	ADP
cblr-3425	278	8	data	datum	NOUN
cblr-3425	278	9	needed	need	VERB
cblr-3425	278	10	for	for	ADP
cblr-3425	278	11	predictive	predictive	ADJ
cblr-3425	278	12	contracting	contracting	NOUN
cblr-3425	278	13	is	be	AUX
cblr-3425	278	14	data	datum	NOUN
cblr-3425	278	15	on	on	ADP
cblr-3425	278	16	contract	contract	NOUN
cblr-3425	278	17	terms	term	NOUN
cblr-3425	278	18	.	.	PUNCT
cblr-3425	279	1	in	in	ADP
cblr-3425	279	2	the	the	DET
cblr-3425	279	3	relationship	relationship	NOUN
cblr-3425	279	4	depicted	depict	VERB
cblr-3425	279	5	in	in	ADP
cblr-3425	279	6	figure	figure	NOUN
cblr-3425	279	7	1	1	NUM
cblr-3425	279	8	,	,	PUNCT
cblr-3425	279	9	terms	term	NOUN
cblr-3425	279	10	are	be	AUX
cblr-3425	279	11	the	the	DET
cblr-3425	279	12	endogenous	endogenous	ADJ
cblr-3425	279	13	inputs	input	NOUN
cblr-3425	279	14	that	that	PRON
cblr-3425	279	15	,	,	PUNCT
cblr-3425	279	16	when	when	SCONJ
cblr-3425	279	17	combined	combine	VERB
cblr-3425	279	18	with	with	ADP
cblr-3425	279	19	exogenous	exogenous	ADJ
cblr-3425	279	20	conditions	condition	NOUN
cblr-3425	279	21	,	,	PUNCT
cblr-3425	279	22	result	result	VERB
cblr-3425	279	23	in	in	ADP
cblr-3425	279	24	contract	contract	NOUN
cblr-3425	279	25	outcomes	outcome	NOUN
cblr-3425	279	26	.	.	PUNCT
cblr-3425	280	1	terms	term	NOUN
cblr-3425	280	2	are	be	AUX
cblr-3425	280	3	endogenous	endogenous	ADJ
cblr-3425	280	4	to	to	ADP
cblr-3425	280	5	the	the	DET
cblr-3425	280	6	relationship	relationship	NOUN
cblr-3425	280	7	between	between	ADP
cblr-3425	280	8	the	the	DET
cblr-3425	280	9	contracting	contracting	NOUN
cblr-3425	280	10	parties	party	NOUN
cblr-3425	280	11	because	because	SCONJ
cblr-3425	280	12	the	the	DET
cblr-3425	280	13	parties	party	NOUN
cblr-3425	280	14	chose	choose	VERB
cblr-3425	280	15	to	to	PART
cblr-3425	280	16	include	include	VERB
cblr-3425	280	17	the	the	DET
cblr-3425	280	18	terms	term	NOUN
cblr-3425	280	19	in	in	ADP
cblr-3425	280	20	the	the	DET
cblr-3425	280	21	contract	contract	NOUN
cblr-3425	280	22	.	.	PUNCT
cblr-3425	281	1	this	this	PRON
cblr-3425	281	2	is	be	AUX
cblr-3425	281	3	true	true	ADJ
cblr-3425	281	4	even	even	ADV
cblr-3425	281	5	of	of	ADP
cblr-3425	281	6	non	non	ADJ
cblr-3425	281	7	-	-	ADJ
cblr-3425	281	8	negotiated	negotiated	ADJ
cblr-3425	281	9	,	,	PUNCT
cblr-3425	281	10	boilerplate	boilerplate	ADJ
cblr-3425	281	11	terms	term	NOUN
cblr-3425	281	12	because	because	SCONJ
cblr-3425	281	13	the	the	DET
cblr-3425	281	14	parties	party	NOUN
cblr-3425	281	15	ultimately	ultimately	ADV
cblr-3425	281	16	chose	choose	VERB
cblr-3425	281	17	to	to	PART
cblr-3425	281	18	enter	enter	VERB
cblr-3425	281	19	into	into	ADP
cblr-3425	281	20	a	a	DET
cblr-3425	281	21	contract	contract	NOUN
cblr-3425	281	22	containing	contain	VERB
cblr-3425	281	23	these	these	DET
cblr-3425	281	24	terms	term	NOUN
cblr-3425	281	25	.	.	PUNCT
cblr-3425	282	1	as	as	ADP
cblr-3425	282	2	a	a	DET
cblr-3425	282	3	result	result	NOUN
cblr-3425	282	4	,	,	PUNCT
cblr-3425	282	5	contract	contract	NOUN
cblr-3425	282	6	terms	term	NOUN
cblr-3425	282	7	are	be	AUX
cblr-3425	282	8	considered	consider	VERB
cblr-3425	282	9	endogenous	endogenous	ADJ
cblr-3425	282	10	for	for	ADP
cblr-3425	282	11	the	the	DET
cblr-3425	282	12	purposes	purpose	NOUN
cblr-3425	282	13	of	of	ADP
cblr-3425	282	14	predictive	predictive	ADJ
cblr-3425	282	15	contracting	contracting	NOUN
cblr-3425	282	16	even	even	ADV
cblr-3425	282	17	in	in	ADP
cblr-3425	282	18	the	the	DET
cblr-3425	282	19	case	case	NOUN
cblr-3425	282	20	of	of	ADP
cblr-3425	282	21	consumer	consumer	NOUN
cblr-3425	282	22	contracts	contract	NOUN
cblr-3425	282	23	of	of	ADP
cblr-3425	282	24	adhesion	adhesion	NOUN
cblr-3425	282	25	in	in	ADP
cblr-3425	282	26	which	which	PRON
cblr-3425	282	27	consumers	consumer	NOUN
cblr-3425	282	28	are	be	AUX
cblr-3425	282	29	faced	face	VERB
cblr-3425	282	30	with	with	ADP
cblr-3425	282	31	“	"	PUNCT
cblr-3425	282	32	take	take	VERB
cblr-3425	282	33	-	-	PUNCT
cblr-3425	282	34	it	it	PRON
cblr-3425	282	35	-	-	PUNCT
cblr-3425	282	36	orleave	orleave	NOUN
cblr-3425	282	37	-	-	PUNCT
cblr-3425	282	38	it	it	PRON
cblr-3425	282	39	”	"	PUNCT
cblr-3425	282	40	contracting	contracting	NOUN
cblr-3425	282	41	scenarios.74	scenarios.74	NOUN
cblr-3425	282	42	while	while	SCONJ
cblr-3425	282	43	contract	contract	NOUN
cblr-3425	282	44	design	design	NOUN
cblr-3425	282	45	also	also	ADV
cblr-3425	282	46	74	74	NUM
cblr-3425	282	47	see	see	VERB
cblr-3425	282	48	generally	generally	ADV
cblr-3425	282	49	oren	oren	NOUN
cblr-3425	282	50	bar	bar	NOUN
cblr-3425	282	51	-	-	PUNCT
cblr-3425	282	52	gill	gill	NOUN
cblr-3425	282	53	,	,	PUNCT
cblr-3425	282	54	the	the	DET
cblr-3425	282	55	behavioral	behavioral	ADJ
cblr-3425	282	56	economics	economic	NOUN
cblr-3425	282	57	of	of	ADP
cblr-3425	282	58	consumer	consumer	NOUN
cblr-3425	282	59	contracts	contract	NOUN
cblr-3425	282	60	,	,	PUNCT
cblr-3425	282	61	92	92	NUM
cblr-3425	282	62	minn	minn	NOUN
cblr-3425	282	63	.	.	PUNCT
cblr-3425	283	1	l.	l.	PROPN
cblr-3425	283	2	rev	rev	PROPN
cblr-3425	283	3	.	.	PROPN
cblr-3425	284	1	749	749	NUM
cblr-3425	284	2	(	(	PUNCT
cblr-3425	284	3	2008	2008	NUM
cblr-3425	284	4	)	)	PUNCT
cblr-3425	284	5	;	;	PUNCT
cblr-3425	285	1	shmuel	shmuel	PROPN
cblr-3425	285	2	i.	i.	PROPN
cblr-3425	285	3	becher	becher	PROPN
cblr-3425	285	4	,	,	PUNCT
cblr-3425	285	5	asymmetric	asymmetric	ADJ
cblr-3425	285	6	information	information	NOUN
cblr-3425	285	7	in	in	ADP
cblr-3425	285	8	consumer	consumer	NOUN
cblr-3425	285	9	contracts	contract	NOUN
cblr-3425	285	10	:	:	PUNCT
cblr-3425	285	11	the	the	DET
cblr-3425	285	12	challenge	challenge	NOUN
cblr-3425	285	13	that	that	PRON
cblr-3425	285	14	is	be	AUX
cblr-3425	285	15	yet	yet	ADV
cblr-3425	285	16	to	to	PART
cblr-3425	285	17	be	be	AUX
cblr-3425	285	18	met	meet	VERB
cblr-3425	285	19	,	,	PUNCT
cblr-3425	285	20	45	45	NUM
cblr-3425	285	21	am	am	NOUN
cblr-3425	285	22	.	.	PUNCT
cblr-3425	286	1	bus	bus	NOUN
cblr-3425	286	2	.	.	PUNCT
cblr-3425	287	1	l.j	l.j	PROPN
cblr-3425	287	2	.	.	PROPN
cblr-3425	287	3	723	723	NUM
cblr-3425	287	4	(	(	PUNCT
cblr-3425	287	5	2008	2008	NUM
cblr-3425	287	6	)	)	PUNCT
cblr-3425	287	7	;	;	PUNCT
cblr-3425	288	1	friedrich	friedrich	PROPN
cblr-3425	288	2	kessler	kessler	PROPN
cblr-3425	288	3	,	,	PUNCT
cblr-3425	288	4	contracts	contract	NOUN
cblr-3425	288	5	of	of	ADP
cblr-3425	288	6	adhesion	adhesion	NOUN
cblr-3425	288	7	—	—	PUNCT
cblr-3425	288	8	some	some	DET
cblr-3425	288	9	thoughts	thought	NOUN
cblr-3425	288	10	about	about	ADP
cblr-3425	288	11	freedom	freedom	NOUN
cblr-3425	288	12	of	of	ADP
cblr-3425	288	13	contract	contract	NOUN
cblr-3425	288	14	,	,	PUNCT
cblr-3425	288	15	43	43	NUM
cblr-3425	288	16	colum	colum	NOUN
cblr-3425	288	17	.	.	PUNCT
cblr-3425	289	1	l.	l.	PROPN
cblr-3425	289	2	rev	rev	PROPN
cblr-3425	289	3	.	.	PROPN
cblr-3425	290	1	629	629	NUM
cblr-3425	290	2	(	(	PUNCT
cblr-3425	290	3	1943	1943	NUM
cblr-3425	290	4	)	)	PUNCT
cblr-3425	291	1	;	;	PUNCT
cblr-3425	291	2	michael	michael	PROPN
cblr-3425	291	3	i.	i.	PROPN
cblr-3425	291	4	meyerson	meyerson	PROPN
cblr-3425	291	5	,	,	PUNCT
cblr-3425	291	6	the	the	DET
cblr-3425	291	7	efficient	efficient	ADJ
cblr-3425	291	8	consumer	consumer	NOUN
cblr-3425	291	9	form	form	NOUN
cblr-3425	291	10	contract	contract	NOUN
cblr-3425	291	11	:	:	PUNCT
cblr-3425	291	12	law	law	NOUN
cblr-3425	291	13	and	and	CCONJ
cblr-3425	291	14	economics	economic	NOUN
cblr-3425	291	15	meets	meet	VERB
cblr-3425	291	16	the	the	DET
cblr-3425	291	17	real	real	ADJ
cblr-3425	291	18	world	world	NOUN
cblr-3425	291	19	,	,	PUNCT
cblr-3425	291	20	24	24	NUM
cblr-3425	291	21	ga	ga	PROPN
cblr-3425	291	22	.	.	PUNCT
cblr-3425	291	23	l.	l.	PROPN
cblr-3425	291	24	rev	rev	PROPN
cblr-3425	291	25	.	.	PROPN
cblr-3425	292	1	583	583	NUM
cblr-3425	292	2	(	(	PUNCT
cblr-3425	292	3	1990	1990	NUM
cblr-3425	292	4	)	)	PUNCT
cblr-3425	292	5	;	;	PUNCT
cblr-3425	293	1	andrew	andrew	PROPN
cblr-3425	293	2	a.	a.	PROPN
cblr-3425	293	3	schwartz	schwartz	PROPN
cblr-3425	293	4	,	,	PUNCT
cblr-3425	293	5	consumer	consumer	NOUN
cblr-3425	293	6	contract	contract	NOUN
cblr-3425	293	7	exchanges	exchange	NOUN
cblr-3425	293	8	and	and	CCONJ
cblr-3425	293	9	the	the	DET
cblr-3425	293	10	problem	problem	NOUN
cblr-3425	293	11	of	of	ADP
cblr-3425	293	12	adhesion	adhesion	NOUN
cblr-3425	293	13	,	,	PUNCT
cblr-3425	293	14	28	28	NUM
cblr-3425	293	15	yale	yale	PROPN
cblr-3425	293	16	j.	j.	PROPN
cblr-3425	293	17	on	on	ADP
cblr-3425	293	18	no	no	PROPN
cblr-3425	293	19	.	.	PROPN
cblr-3425	293	20	2:621	2:621	NUM
cblr-3425	293	21	]	]	X
cblr-3425	293	22	predictive	predictive	ADJ
cblr-3425	293	23	contracting	contracting	NOUN
cblr-3425	293	24	643	643	NUM
cblr-3425	293	25	includes	include	VERB
cblr-3425	293	26	implied	imply	VERB
cblr-3425	293	27	terms	term	NOUN
cblr-3425	293	28	that	that	PRON
cblr-3425	293	29	are	be	AUX
cblr-3425	293	30	not	not	PART
cblr-3425	293	31	expressly	expressly	ADV
cblr-3425	293	32	included	include	VERB
cblr-3425	293	33	in	in	ADP
cblr-3425	293	34	the	the	DET
cblr-3425	293	35	contract	contract	NOUN
cblr-3425	293	36	but	but	CCONJ
cblr-3425	293	37	are	be	AUX
cblr-3425	293	38	inferred	infer	VERB
cblr-3425	293	39	by	by	ADP
cblr-3425	293	40	courts	court	NOUN
cblr-3425	293	41	in	in	ADP
cblr-3425	293	42	the	the	DET
cblr-3425	293	43	event	event	NOUN
cblr-3425	293	44	of	of	ADP
cblr-3425	293	45	litigation	litigation	NOUN
cblr-3425	293	46	,	,	PUNCT
cblr-3425	293	47	these	these	DET
cblr-3425	293	48	terms	term	NOUN
cblr-3425	293	49	are	be	AUX
cblr-3425	293	50	difficult	difficult	ADJ
cblr-3425	293	51	to	to	PART
cblr-3425	293	52	incorporate	incorporate	VERB
cblr-3425	293	53	into	into	ADP
cblr-3425	293	54	predictive	predictive	ADJ
cblr-3425	293	55	contracting	contracting	NOUN
cblr-3425	293	56	because	because	SCONJ
cblr-3425	293	57	data	datum	NOUN
cblr-3425	293	58	on	on	ADP
cblr-3425	293	59	them	they	PRON
cblr-3425	293	60	can	can	AUX
cblr-3425	293	61	not	not	PART
cblr-3425	293	62	be	be	AUX
cblr-3425	293	63	collected	collect	VERB
cblr-3425	293	64	from	from	ADP
cblr-3425	293	65	contract	contract	NOUN
cblr-3425	293	66	documents	document	NOUN
cblr-3425	293	67	like	like	AUX
cblr-3425	293	68	express	express	VERB
cblr-3425	293	69	terms.75	terms.75	ADJ
cblr-3425	293	70	contract	contract	NOUN
cblr-3425	293	71	terms	term	NOUN
cblr-3425	293	72	can	can	AUX
cblr-3425	293	73	be	be	AUX
cblr-3425	293	74	analyzed	analyze	VERB
cblr-3425	293	75	as	as	ADP
cblr-3425	293	76	individual	individual	ADJ
cblr-3425	293	77	terms	term	NOUN
cblr-3425	293	78	or	or	CCONJ
cblr-3425	293	79	as	as	ADP
cblr-3425	293	80	sets	set	NOUN
cblr-3425	293	81	of	of	ADP
cblr-3425	293	82	multiple	multiple	ADJ
cblr-3425	293	83	terms	term	NOUN
cblr-3425	293	84	.	.	PUNCT
cblr-3425	294	1	the	the	DET
cblr-3425	294	2	modular	modular	ADJ
cblr-3425	294	3	nature	nature	NOUN
cblr-3425	294	4	of	of	ADP
cblr-3425	294	5	contracts	contract	NOUN
cblr-3425	294	6	lends	lend	VERB
cblr-3425	294	7	itself	itself	PRON
cblr-3425	294	8	to	to	ADP
cblr-3425	294	9	breaking	break	VERB
cblr-3425	294	10	contracts	contract	NOUN
cblr-3425	294	11	down	down	ADP
cblr-3425	294	12	into	into	ADP
cblr-3425	294	13	their	their	PRON
cblr-3425	294	14	constituent	constituent	NOUN
cblr-3425	294	15	terms.76	terms.76	PROPN
cblr-3425	294	16	for	for	ADP
cblr-3425	294	17	example	example	NOUN
cblr-3425	294	18	,	,	PUNCT
cblr-3425	294	19	a	a	DET
cblr-3425	294	20	contract	contract	NOUN
cblr-3425	294	21	could	could	AUX
cblr-3425	294	22	be	be	AUX
cblr-3425	294	23	broken	break	VERB
cblr-3425	294	24	down	down	ADP
cblr-3425	294	25	into	into	ADP
cblr-3425	294	26	terms	term	NOUN
cblr-3425	294	27	a	a	DET
cblr-3425	294	28	,	,	PUNCT
cblr-3425	294	29	b	b	NOUN
cblr-3425	294	30	,	,	PUNCT
cblr-3425	294	31	c	c	NOUN
cblr-3425	294	32	,	,	PUNCT
cblr-3425	294	33	d	d	NOUN
cblr-3425	294	34	,	,	PUNCT
cblr-3425	294	35	and	and	CCONJ
cblr-3425	294	36	e.	e.	PROPN
cblr-3425	294	37	a	a	DET
cblr-3425	294	38	contract	contract	NOUN
cblr-3425	294	39	drafter	drafter	NOUN
cblr-3425	294	40	could	could	AUX
cblr-3425	294	41	then	then	ADV
cblr-3425	294	42	use	use	VERB
cblr-3425	294	43	a	a	DET
cblr-3425	294	44	predictive	predictive	ADJ
cblr-3425	294	45	contracting	contracting	NOUN
cblr-3425	294	46	system	system	NOUN
cblr-3425	294	47	to	to	PART
cblr-3425	294	48	analyze	analyze	VERB
cblr-3425	294	49	the	the	DET
cblr-3425	294	50	effects	effect	NOUN
cblr-3425	294	51	of	of	ADP
cblr-3425	294	52	each	each	PRON
cblr-3425	294	53	of	of	ADP
cblr-3425	294	54	these	these	DET
cblr-3425	294	55	terms	term	NOUN
cblr-3425	294	56	on	on	ADP
cblr-3425	294	57	outcomes	outcome	NOUN
cblr-3425	294	58	of	of	ADP
cblr-3425	294	59	interest	interest	NOUN
cblr-3425	294	60	given	give	VERB
cblr-3425	294	61	a	a	DET
cblr-3425	294	62	set	set	NOUN
cblr-3425	294	63	of	of	ADP
cblr-3425	294	64	exogenous	exogenous	ADJ
cblr-3425	294	65	conditions	condition	NOUN
cblr-3425	294	66	.	.	PUNCT
cblr-3425	295	1	recent	recent	ADJ
cblr-3425	295	2	research	research	NOUN
cblr-3425	295	3	,	,	PUNCT
cblr-3425	295	4	however	however	ADV
cblr-3425	295	5	,	,	PUNCT
cblr-3425	295	6	has	have	AUX
cblr-3425	295	7	highlighted	highlight	VERB
cblr-3425	295	8	the	the	DET
cblr-3425	295	9	importance	importance	NOUN
cblr-3425	295	10	of	of	ADP
cblr-3425	295	11	the	the	DET
cblr-3425	295	12	interconnectedness	interconnectedness	NOUN
cblr-3425	295	13	of	of	ADP
cblr-3425	295	14	contract	contract	NOUN
cblr-3425	295	15	terms	term	NOUN
cblr-3425	295	16	to	to	ADP
cblr-3425	295	17	overall	overall	ADJ
cblr-3425	295	18	contract	contract	NOUN
cblr-3425	295	19	design.77	design.77	NOUN
cblr-3425	295	20	in	in	ADP
cblr-3425	295	21	the	the	DET
cblr-3425	295	22	previous	previous	ADJ
cblr-3425	295	23	example	example	NOUN
cblr-3425	295	24	,	,	PUNCT
cblr-3425	295	25	the	the	DET
cblr-3425	295	26	contract	contract	NOUN
cblr-3425	295	27	drafter	drafter	NOUN
cblr-3425	295	28	could	could	AUX
cblr-3425	295	29	also	also	ADV
cblr-3425	295	30	use	use	VERB
cblr-3425	295	31	predictive	predictive	ADJ
cblr-3425	295	32	contracting	contracting	NOUN
cblr-3425	295	33	to	to	PART
cblr-3425	295	34	analyze	analyze	VERB
cblr-3425	295	35	the	the	DET
cblr-3425	295	36	joint	joint	ADJ
cblr-3425	295	37	effects	effect	NOUN
cblr-3425	295	38	of	of	ADP
cblr-3425	295	39	subsets	subset	NOUN
cblr-3425	295	40	of	of	ADP
cblr-3425	295	41	terms	term	NOUN
cblr-3425	295	42	a	a	DET
cblr-3425	295	43	–	–	PUNCT
cblr-3425	295	44	e	e	NOUN
cblr-3425	295	45	on	on	ADP
cblr-3425	295	46	the	the	DET
cblr-3425	295	47	outcomes	outcome	NOUN
cblr-3425	295	48	of	of	ADP
cblr-3425	295	49	interest	interest	NOUN
cblr-3425	295	50	.	.	PUNCT
cblr-3425	296	1	contract	contract	NOUN
cblr-3425	296	2	term	term	NOUN
cblr-3425	296	3	data	datum	NOUN
cblr-3425	296	4	can	can	AUX
cblr-3425	296	5	broadly	broadly	ADV
cblr-3425	296	6	be	be	AUX
cblr-3425	296	7	classified	classify	VERB
cblr-3425	296	8	as	as	SCONJ
cblr-3425	296	9	binary	binary	ADJ
cblr-3425	296	10	,	,	PUNCT
cblr-3425	296	11	categorical	categorical	ADJ
cblr-3425	296	12	,	,	PUNCT
cblr-3425	296	13	or	or	CCONJ
cblr-3425	296	14	numerical.78	numerical.78	PROPN
cblr-3425	296	15	binary	binary	ADJ
cblr-3425	296	16	term	term	NOUN
cblr-3425	296	17	data	datum	NOUN
cblr-3425	296	18	can	can	AUX
cblr-3425	296	19	be	be	AUX
cblr-3425	296	20	used	use	VERB
cblr-3425	296	21	to	to	PART
cblr-3425	296	22	represent	represent	VERB
cblr-3425	296	23	the	the	DET
cblr-3425	296	24	presence	presence	NOUN
cblr-3425	296	25	or	or	CCONJ
cblr-3425	296	26	absence	absence	NOUN
cblr-3425	296	27	of	of	ADP
cblr-3425	296	28	a	a	DET
cblr-3425	296	29	term	term	NOUN
cblr-3425	296	30	in	in	ADP
cblr-3425	296	31	a	a	DET
cblr-3425	296	32	contract	contract	NOUN
cblr-3425	296	33	.	.	PUNCT
cblr-3425	297	1	for	for	ADP
cblr-3425	297	2	example	example	NOUN
cblr-3425	297	3	,	,	PUNCT
cblr-3425	297	4	a	a	DET
cblr-3425	297	5	contract	contract	NOUN
cblr-3425	297	6	data	datum	NOUN
cblr-3425	297	7	set	set	VERB
cblr-3425	297	8	could	could	AUX
cblr-3425	297	9	contain	contain	VERB
cblr-3425	297	10	binary	binary	ADJ
cblr-3425	297	11	data	datum	NOUN
cblr-3425	297	12	on	on	ADP
cblr-3425	297	13	whether	whether	SCONJ
cblr-3425	297	14	or	or	CCONJ
cblr-3425	297	15	not	not	PART
cblr-3425	297	16	an	an	DET
cblr-3425	297	17	acquisition	acquisition	NOUN
cblr-3425	297	18	agreement	agreement	NOUN
cblr-3425	297	19	contained	contain	VERB
cblr-3425	297	20	an	an	DET
cblr-3425	297	21	earnout	earnout	NOUN
cblr-3425	297	22	provision	provision	NOUN
cblr-3425	297	23	.	.	PUNCT
cblr-3425	298	1	binary	binary	ADJ
cblr-3425	298	2	term	term	NOUN
cblr-3425	298	3	data	datum	NOUN
cblr-3425	298	4	is	be	AUX
cblr-3425	298	5	most	most	ADV
cblr-3425	298	6	useful	useful	ADJ
cblr-3425	298	7	for	for	ADP
cblr-3425	298	8	reg	reg	NOUN
cblr-3425	298	9	.	.	PUNCT
cblr-3425	299	1	313	313	NUM
cblr-3425	299	2	(	(	PUNCT
cblr-3425	299	3	2011	2011	NUM
cblr-3425	299	4	)	)	PUNCT
cblr-3425	300	1	;	;	PUNCT
cblr-3425	300	2	w.	w.	PROPN
cblr-3425	300	3	david	david	PROPN
cblr-3425	300	4	slawson	slawson	PROPN
cblr-3425	300	5	,	,	PUNCT
cblr-3425	300	6	standard	standard	ADJ
cblr-3425	300	7	form	form	NOUN
cblr-3425	300	8	contracts	contract	NOUN
cblr-3425	300	9	and	and	CCONJ
cblr-3425	300	10	democratic	democratic	ADJ
cblr-3425	300	11	control	control	NOUN
cblr-3425	300	12	of	of	ADP
cblr-3425	300	13	lawmaking	lawmake	VERB
cblr-3425	300	14	power	power	NOUN
cblr-3425	300	15	,	,	PUNCT
cblr-3425	300	16	84	84	NUM
cblr-3425	300	17	harv	harv	NOUN
cblr-3425	300	18	.	.	PUNCT
cblr-3425	301	1	l.	l.	PROPN
cblr-3425	301	2	rev	rev	PROPN
cblr-3425	301	3	.	.	PROPN
cblr-3425	302	1	529	529	NUM
cblr-3425	302	2	(	(	PUNCT
cblr-3425	302	3	1971	1971	NUM
cblr-3425	302	4	)	)	PUNCT
cblr-3425	302	5	;	;	PUNCT
cblr-3425	302	6	anne	anne	PROPN
cblr-3425	302	7	brafford	brafford	PROPN
cblr-3425	302	8	,	,	PUNCT
cblr-3425	302	9	note	note	NOUN
cblr-3425	302	10	,	,	PUNCT
cblr-3425	302	11	arbitration	arbitration	NOUN
cblr-3425	302	12	clauses	clause	NOUN
cblr-3425	302	13	in	in	ADP
cblr-3425	302	14	consumer	consumer	NOUN
cblr-3425	302	15	contracts	contract	NOUN
cblr-3425	302	16	of	of	ADP
cblr-3425	302	17	adhesion	adhesion	NOUN
cblr-3425	302	18	:	:	PUNCT
cblr-3425	302	19	fair	fair	ADJ
cblr-3425	302	20	play	play	NOUN
cblr-3425	302	21	or	or	CCONJ
cblr-3425	302	22	trap	trap	VERB
cblr-3425	302	23	for	for	ADP
cblr-3425	302	24	the	the	DET
cblr-3425	302	25	weak	weak	ADJ
cblr-3425	302	26	and	and	CCONJ
cblr-3425	302	27	unwary	unwary	ADJ
cblr-3425	302	28	?	?	PUNCT
cblr-3425	302	29	,	,	PUNCT
cblr-3425	302	30	21	21	NUM
cblr-3425	302	31	j.	j.	PROPN
cblr-3425	302	32	corp	corp	PROPN
cblr-3425	302	33	.	.	PROPN
cblr-3425	302	34	l.	l.	PROPN
cblr-3425	302	35	331	331	NUM
cblr-3425	302	36	(	(	PUNCT
cblr-3425	302	37	1996	1996	NUM
cblr-3425	302	38	)	)	PUNCT
cblr-3425	302	39	.	.	PUNCT
cblr-3425	303	1	for	for	ADP
cblr-3425	303	2	a	a	DET
cblr-3425	303	3	discussion	discussion	NOUN
cblr-3425	303	4	of	of	ADP
cblr-3425	303	5	the	the	DET
cblr-3425	303	6	implications	implication	NOUN
cblr-3425	303	7	of	of	ADP
cblr-3425	303	8	predictive	predictive	ADJ
cblr-3425	303	9	contracting	contracting	NOUN
cblr-3425	303	10	for	for	ADP
cblr-3425	303	11	consumer	consumer	NOUN
cblr-3425	303	12	contracts	contract	NOUN
cblr-3425	303	13	,	,	PUNCT
cblr-3425	303	14	see	see	VERB
cblr-3425	303	15	infra	infra	NOUN
cblr-3425	303	16	section	section	NOUN
cblr-3425	303	17	iii.c.4	iii.c.4	NOUN
cblr-3425	303	18	.	.	PUNCT
cblr-3425	304	1	75	75	NUM
cblr-3425	304	2	see	see	VERB
cblr-3425	304	3	goetz	goetz	PROPN
cblr-3425	304	4	&	&	CCONJ
cblr-3425	304	5	scott	scott	PROPN
cblr-3425	304	6	,	,	PUNCT
cblr-3425	304	7	supra	supra	PROPN
cblr-3425	304	8	note	note	PROPN
cblr-3425	304	9	15	15	NUM
cblr-3425	304	10	,	,	PUNCT
cblr-3425	304	11	at	at	ADP
cblr-3425	304	12	262	262	NUM
cblr-3425	304	13	.	.	PUNCT
cblr-3425	305	1	for	for	ADP
cblr-3425	305	2	a	a	DET
cblr-3425	305	3	discussion	discussion	NOUN
cblr-3425	305	4	of	of	ADP
cblr-3425	305	5	issues	issue	NOUN
cblr-3425	305	6	raised	raise	VERB
cblr-3425	305	7	by	by	ADP
cblr-3425	305	8	terms	term	NOUN
cblr-3425	305	9	and	and	CCONJ
cblr-3425	305	10	conditions	condition	NOUN
cblr-3425	305	11	that	that	PRON
cblr-3425	305	12	are	be	AUX
cblr-3425	305	13	difficult	difficult	ADJ
cblr-3425	305	14	to	to	PART
cblr-3425	305	15	capture	capture	VERB
cblr-3425	305	16	,	,	PUNCT
cblr-3425	305	17	see	see	VERB
cblr-3425	305	18	infra	infra	NOUN
cblr-3425	305	19	section	section	NOUN
cblr-3425	305	20	iii.c.1	iii.c.1	PROPN
cblr-3425	305	21	.	.	PUNCT
cblr-3425	306	1	76	76	NUM
cblr-3425	306	2	see	see	VERB
cblr-3425	306	3	cathy	cathy	PROPN
cblr-3425	306	4	hwang	hwang	PROPN
cblr-3425	306	5	,	,	PUNCT
cblr-3425	306	6	unbundled	unbundled	ADJ
cblr-3425	306	7	bargains	bargain	NOUN
cblr-3425	306	8	:	:	PUNCT
cblr-3425	306	9	multi	multi	ADJ
cblr-3425	306	10	-	-	NOUN
cblr-3425	306	11	agreement	agreement	NOUN
cblr-3425	306	12	dealmaking	dealmaking	NOUN
cblr-3425	306	13	in	in	ADP
cblr-3425	306	14	complex	complex	ADJ
cblr-3425	306	15	mergers	merger	NOUN
cblr-3425	306	16	and	and	CCONJ
cblr-3425	306	17	acquisitions	acquisition	NOUN
cblr-3425	306	18	,	,	PUNCT
cblr-3425	306	19	164	164	NUM
cblr-3425	306	20	u.	u.	PROPN
cblr-3425	306	21	pa	pa	PROPN
cblr-3425	306	22	.	.	PUNCT
cblr-3425	306	23	l.	l.	PROPN
cblr-3425	306	24	rev	rev	PROPN
cblr-3425	306	25	.	.	PROPN
cblr-3425	306	26	1403	1403	NUM
cblr-3425	306	27	,	,	PUNCT
cblr-3425	306	28	1417–27	1417–27	NUM
cblr-3425	306	29	(	(	PUNCT
cblr-3425	306	30	2016	2016	NUM
cblr-3425	306	31	)	)	PUNCT
cblr-3425	306	32	(	(	PUNCT
cblr-3425	306	33	discussing	discuss	VERB
cblr-3425	306	34	the	the	DET
cblr-3425	306	35	modularity	modularity	NOUN
cblr-3425	306	36	of	of	ADP
cblr-3425	306	37	merger	merger	NOUN
cblr-3425	306	38	and	and	CCONJ
cblr-3425	306	39	acquisition	acquisition	NOUN
cblr-3425	306	40	contracts	contract	NOUN
cblr-3425	306	41	)	)	PUNCT
cblr-3425	306	42	.	.	PUNCT
cblr-3425	307	1	77	77	NUM
cblr-3425	307	2	see	see	VERB
cblr-3425	307	3	cathy	cathy	PROPN
cblr-3425	307	4	hwang	hwang	PROPN
cblr-3425	307	5	&	&	CCONJ
cblr-3425	307	6	matthew	matthew	PROPN
cblr-3425	307	7	jennejohn	jennejohn	PROPN
cblr-3425	307	8	,	,	PUNCT
cblr-3425	307	9	deal	deal	NOUN
cblr-3425	307	10	structure	structure	NOUN
cblr-3425	307	11	,	,	PUNCT
cblr-3425	307	12	nw	nw	PROPN
cblr-3425	307	13	.	.	PUNCT
cblr-3425	307	14	u.	u.	PROPN
cblr-3425	307	15	l.	l.	PROPN
cblr-3425	307	16	rev	rev	PROPN
cblr-3425	307	17	.	.	PROPN
cblr-3425	307	18	279	279	NUM
cblr-3425	307	19	,	,	PUNCT
cblr-3425	307	20	279–85	279–85	NUM
cblr-3425	307	21	(	(	PUNCT
cblr-3425	307	22	2018	2018	NUM
cblr-3425	307	23	)	)	PUNCT
cblr-3425	307	24	.	.	PUNCT
cblr-3425	308	1	78	78	NUM
cblr-3425	308	2	this	this	PRON
cblr-3425	308	3	is	be	AUX
cblr-3425	308	4	also	also	ADV
cblr-3425	308	5	true	true	ADJ
cblr-3425	308	6	of	of	ADP
cblr-3425	308	7	outcome	outcome	NOUN
cblr-3425	308	8	and	and	CCONJ
cblr-3425	308	9	condition	condition	NOUN
cblr-3425	308	10	data	datum	NOUN
cblr-3425	308	11	.	.	PUNCT
cblr-3425	309	1	644	644	NUM
cblr-3425	309	2	columbia	columbia	PROPN
cblr-3425	309	3	business	business	NOUN
cblr-3425	309	4	law	law	PROPN
cblr-3425	309	5	review	review	NOUN
cblr-3425	309	6	[	[	X
cblr-3425	309	7	vol	vol	NOUN
cblr-3425	309	8	.	.	NOUN
cblr-3425	309	9	2019	2019	NUM
cblr-3425	309	10	examining	examine	VERB
cblr-3425	309	11	the	the	DET
cblr-3425	309	12	effects	effect	NOUN
cblr-3425	309	13	of	of	ADP
cblr-3425	309	14	terms	term	NOUN
cblr-3425	309	15	for	for	ADP
cblr-3425	309	16	which	which	PRON
cblr-3425	309	17	there	there	PRON
cblr-3425	309	18	is	be	VERB
cblr-3425	309	19	little	little	ADJ
cblr-3425	309	20	or	or	CCONJ
cblr-3425	309	21	no	no	PRON
cblr-3425	309	22	variation	variation	NOUN
cblr-3425	309	23	in	in	ADP
cblr-3425	309	24	the	the	DET
cblr-3425	309	25	form	form	NOUN
cblr-3425	309	26	of	of	ADP
cblr-3425	309	27	the	the	DET
cblr-3425	309	28	term	term	NOUN
cblr-3425	309	29	across	across	ADP
cblr-3425	309	30	contracts	contract	NOUN
cblr-3425	309	31	other	other	ADJ
cblr-3425	309	32	than	than	ADP
cblr-3425	309	33	whether	whether	SCONJ
cblr-3425	309	34	the	the	DET
cblr-3425	309	35	term	term	NOUN
cblr-3425	309	36	is	be	AUX
cblr-3425	309	37	present	present	ADJ
cblr-3425	309	38	or	or	CCONJ
cblr-3425	309	39	absent	absent	ADJ
cblr-3425	309	40	.	.	PUNCT
cblr-3425	310	1	categorical	categorical	ADJ
cblr-3425	310	2	term	term	NOUN
cblr-3425	310	3	data	datum	NOUN
cblr-3425	310	4	can	can	AUX
cblr-3425	310	5	be	be	AUX
cblr-3425	310	6	used	use	VERB
cblr-3425	310	7	to	to	PART
cblr-3425	310	8	represent	represent	VERB
cblr-3425	310	9	different	different	ADJ
cblr-3425	310	10	versions	version	NOUN
cblr-3425	310	11	of	of	ADP
cblr-3425	310	12	a	a	DET
cblr-3425	310	13	term.79	term.79	NOUN
cblr-3425	310	14	for	for	ADP
cblr-3425	310	15	example	example	NOUN
cblr-3425	310	16	,	,	PUNCT
cblr-3425	310	17	a	a	DET
cblr-3425	310	18	contract	contract	NOUN
cblr-3425	310	19	data	datum	NOUN
cblr-3425	310	20	set	set	VERB
cblr-3425	310	21	could	could	AUX
cblr-3425	310	22	contain	contain	VERB
cblr-3425	310	23	categorical	categorical	ADJ
cblr-3425	310	24	term	term	NOUN
cblr-3425	310	25	data	datum	NOUN
cblr-3425	310	26	on	on	ADP
cblr-3425	310	27	the	the	DET
cblr-3425	310	28	type	type	NOUN
cblr-3425	310	29	of	of	ADP
cblr-3425	310	30	anti	anti	ADJ
cblr-3425	310	31	-	-	ADJ
cblr-3425	310	32	dilution	dilution	ADJ
cblr-3425	310	33	provision	provision	NOUN
cblr-3425	310	34	contained	contain	VERB
cblr-3425	310	35	in	in	ADP
cblr-3425	310	36	a	a	DET
cblr-3425	310	37	venture	venture	NOUN
cblr-3425	310	38	financing	financing	NOUN
cblr-3425	310	39	agreement	agreement	NOUN
cblr-3425	310	40	.	.	PUNCT
cblr-3425	311	1	categories	category	NOUN
cblr-3425	311	2	of	of	ADP
cblr-3425	311	3	terms	term	NOUN
cblr-3425	311	4	can	can	AUX
cblr-3425	311	5	be	be	AUX
cblr-3425	311	6	ordered	order	VERB
cblr-3425	311	7	or	or	CCONJ
cblr-3425	311	8	unordered	unordered	ADJ
cblr-3425	311	9	.	.	PROPN
cblr-3425	312	1	ordered	order	VERB
cblr-3425	312	2	categories	category	NOUN
cblr-3425	312	3	represent	represent	VERB
cblr-3425	312	4	a	a	DET
cblr-3425	312	5	logical	logical	ADJ
cblr-3425	312	6	progression	progression	NOUN
cblr-3425	312	7	between	between	ADP
cblr-3425	312	8	the	the	DET
cblr-3425	312	9	categories	category	NOUN
cblr-3425	312	10	,	,	PUNCT
cblr-3425	312	11	such	such	ADJ
cblr-3425	312	12	as	as	ADP
cblr-3425	312	13	different	different	ADJ
cblr-3425	312	14	versions	version	NOUN
cblr-3425	312	15	of	of	ADP
cblr-3425	312	16	a	a	DET
cblr-3425	312	17	penalty	penalty	NOUN
cblr-3425	312	18	term	term	NOUN
cblr-3425	312	19	with	with	ADP
cblr-3425	312	20	increasing	increase	VERB
cblr-3425	312	21	levels	level	NOUN
cblr-3425	312	22	of	of	ADP
cblr-3425	312	23	severity	severity	NOUN
cblr-3425	312	24	.	.	PUNCT
cblr-3425	313	1	categorical	categorical	ADJ
cblr-3425	313	2	term	term	NOUN
cblr-3425	313	3	data	datum	NOUN
cblr-3425	313	4	is	be	AUX
cblr-3425	313	5	most	most	ADV
cblr-3425	313	6	useful	useful	ADJ
cblr-3425	313	7	for	for	ADP
cblr-3425	313	8	examining	examine	VERB
cblr-3425	313	9	the	the	DET
cblr-3425	313	10	effects	effect	NOUN
cblr-3425	313	11	of	of	ADP
cblr-3425	313	12	terms	term	NOUN
cblr-3425	313	13	for	for	ADP
cblr-3425	313	14	which	which	PRON
cblr-3425	313	15	there	there	PRON
cblr-3425	313	16	is	be	VERB
cblr-3425	313	17	meaningful	meaningful	ADJ
cblr-3425	313	18	variation	variation	NOUN
cblr-3425	313	19	in	in	ADP
cblr-3425	313	20	the	the	DET
cblr-3425	313	21	form	form	NOUN
cblr-3425	313	22	of	of	ADP
cblr-3425	313	23	the	the	DET
cblr-3425	313	24	term	term	NOUN
cblr-3425	313	25	across	across	ADP
cblr-3425	313	26	contracts	contract	NOUN
cblr-3425	313	27	.	.	PUNCT
cblr-3425	314	1	numerical	numerical	ADJ
cblr-3425	314	2	term	term	PROPN
cblr-3425	314	3	data	datum	NOUN
cblr-3425	314	4	can	can	AUX
cblr-3425	314	5	be	be	AUX
cblr-3425	314	6	used	use	VERB
cblr-3425	314	7	to	to	PART
cblr-3425	314	8	represent	represent	VERB
cblr-3425	314	9	terms	term	NOUN
cblr-3425	314	10	with	with	ADP
cblr-3425	314	11	magnitude	magnitude	NOUN
cblr-3425	314	12	.	.	PUNCT
cblr-3425	315	1	for	for	ADP
cblr-3425	315	2	example	example	NOUN
cblr-3425	315	3	,	,	PUNCT
cblr-3425	315	4	a	a	DET
cblr-3425	315	5	contract	contract	NOUN
cblr-3425	315	6	data	datum	NOUN
cblr-3425	315	7	set	set	VERB
cblr-3425	315	8	could	could	AUX
cblr-3425	315	9	contain	contain	VERB
cblr-3425	315	10	numerical	numerical	ADJ
cblr-3425	315	11	data	datum	NOUN
cblr-3425	315	12	on	on	ADP
cblr-3425	315	13	the	the	DET
cblr-3425	315	14	interest	interest	NOUN
cblr-3425	315	15	rate	rate	NOUN
cblr-3425	315	16	in	in	ADP
cblr-3425	315	17	a	a	DET
cblr-3425	315	18	debt	debt	NOUN
cblr-3425	315	19	contract	contract	NOUN
cblr-3425	315	20	or	or	CCONJ
cblr-3425	315	21	the	the	DET
cblr-3425	315	22	price	price	NOUN
cblr-3425	315	23	in	in	ADP
cblr-3425	315	24	a	a	DET
cblr-3425	315	25	procurement	procurement	NOUN
cblr-3425	315	26	contract	contract	NOUN
cblr-3425	315	27	.	.	PUNCT
cblr-3425	316	1	2	2	X
cblr-3425	316	2	.	.	X
cblr-3425	316	3	outcomes	outcome	NOUN
cblr-3425	316	4	the	the	DET
cblr-3425	316	5	second	second	ADJ
cblr-3425	316	6	category	category	NOUN
cblr-3425	316	7	of	of	ADP
cblr-3425	316	8	data	datum	NOUN
cblr-3425	316	9	needed	need	VERB
cblr-3425	316	10	for	for	ADP
cblr-3425	316	11	predictive	predictive	ADJ
cblr-3425	316	12	contracting	contracting	NOUN
cblr-3425	316	13	is	be	AUX
cblr-3425	316	14	data	datum	NOUN
cblr-3425	316	15	on	on	ADP
cblr-3425	316	16	contract	contract	NOUN
cblr-3425	316	17	outcomes	outcome	NOUN
cblr-3425	316	18	.	.	PUNCT
cblr-3425	317	1	in	in	ADP
cblr-3425	317	2	the	the	DET
cblr-3425	317	3	relationship	relationship	NOUN
cblr-3425	317	4	depicted	depict	VERB
cblr-3425	317	5	in	in	ADP
cblr-3425	317	6	figure	figure	NOUN
cblr-3425	317	7	1	1	NUM
cblr-3425	317	8	,	,	PUNCT
cblr-3425	317	9	outcomes	outcome	NOUN
cblr-3425	317	10	are	be	AUX
cblr-3425	317	11	the	the	DET
cblr-3425	317	12	outputs	output	NOUN
cblr-3425	317	13	that	that	PRON
cblr-3425	317	14	result	result	VERB
cblr-3425	317	15	from	from	ADP
cblr-3425	317	16	endogenous	endogenous	ADJ
cblr-3425	317	17	contract	contract	NOUN
cblr-3425	317	18	terms	term	NOUN
cblr-3425	317	19	and	and	CCONJ
cblr-3425	317	20	exogenous	exogenous	ADJ
cblr-3425	317	21	conditions	condition	NOUN
cblr-3425	317	22	.	.	PUNCT
cblr-3425	318	1	contract	contract	NOUN
cblr-3425	318	2	outcomes	outcome	NOUN
cblr-3425	318	3	are	be	AUX
cblr-3425	318	4	a	a	DET
cblr-3425	318	5	means	means	NOUN
cblr-3425	318	6	of	of	ADP
cblr-3425	318	7	assessing	assess	VERB
cblr-3425	318	8	and	and	CCONJ
cblr-3425	318	9	measuring	measure	VERB
cblr-3425	318	10	a	a	DET
cblr-3425	318	11	contract	contract	NOUN
cblr-3425	318	12	.	.	PUNCT
cblr-3425	319	1	predictive	predictive	ADJ
cblr-3425	319	2	contracting	contracting	NOUN
cblr-3425	319	3	aims	aim	VERB
cblr-3425	319	4	to	to	PART
cblr-3425	319	5	help	help	VERB
cblr-3425	319	6	contract	contract	NOUN
cblr-3425	319	7	drafters	drafter	NOUN
cblr-3425	319	8	understand	understand	VERB
cblr-3425	319	9	and	and	CCONJ
cblr-3425	319	10	predict	predict	VERB
cblr-3425	319	11	the	the	DET
cblr-3425	319	12	effects	effect	NOUN
cblr-3425	319	13	of	of	ADP
cblr-3425	319	14	terms	term	NOUN
cblr-3425	319	15	on	on	ADP
cblr-3425	319	16	outcomes	outcome	NOUN
cblr-3425	319	17	given	give	VERB
cblr-3425	319	18	conditions	condition	NOUN
cblr-3425	319	19	so	so	SCONJ
cblr-3425	319	20	that	that	SCONJ
cblr-3425	319	21	drafters	drafter	NOUN
cblr-3425	319	22	can	can	AUX
cblr-3425	319	23	design	design	VERB
cblr-3425	319	24	subsequent	subsequent	ADJ
cblr-3425	319	25	contracts	contract	NOUN
cblr-3425	319	26	that	that	PRON
cblr-3425	319	27	result	result	VERB
cblr-3425	319	28	in	in	ADP
cblr-3425	319	29	better	well	ADJ
cblr-3425	319	30	outcomes	outcome	NOUN
cblr-3425	319	31	.	.	PUNCT
cblr-3425	320	1	the	the	DET
cblr-3425	320	2	improvement	improvement	NOUN
cblr-3425	320	3	of	of	ADP
cblr-3425	320	4	contract	contract	NOUN
cblr-3425	320	5	outcomes	outcome	NOUN
cblr-3425	320	6	is	be	AUX
cblr-3425	320	7	therefore	therefore	ADV
cblr-3425	320	8	the	the	DET
cblr-3425	320	9	ultimate	ultimate	ADJ
cblr-3425	320	10	goal	goal	NOUN
cblr-3425	320	11	of	of	ADP
cblr-3425	320	12	predictive	predictive	ADJ
cblr-3425	320	13	contracting	contracting	NOUN
cblr-3425	320	14	.	.	PUNCT
cblr-3425	321	1	in	in	ADP
cblr-3425	321	2	most	most	ADJ
cblr-3425	321	3	contracting	contract	VERB
cblr-3425	321	4	scenarios	scenario	NOUN
cblr-3425	321	5	,	,	PUNCT
cblr-3425	321	6	parties	party	NOUN
cblr-3425	321	7	and	and	CCONJ
cblr-3425	321	8	their	their	PRON
cblr-3425	321	9	drafters	drafter	NOUN
cblr-3425	321	10	will	will	AUX
cblr-3425	321	11	have	have	VERB
cblr-3425	321	12	to	to	PART
cblr-3425	321	13	balance	balance	VERB
cblr-3425	321	14	certain	certain	ADJ
cblr-3425	321	15	expected	expect	VERB
cblr-3425	321	16	outcomes	outcome	NOUN
cblr-3425	321	17	against	against	ADP
cblr-3425	321	18	others	other	NOUN
cblr-3425	321	19	when	when	SCONJ
cblr-3425	321	20	designing	design	VERB
cblr-3425	321	21	a	a	DET
cblr-3425	321	22	contract	contract	NOUN
cblr-3425	321	23	.	.	PUNCT
cblr-3425	322	1	this	this	DET
cblr-3425	322	2	aspect	aspect	NOUN
cblr-3425	322	3	of	of	ADP
cblr-3425	322	4	contract	contract	NOUN
cblr-3425	322	5	design	design	NOUN
cblr-3425	322	6	will	will	AUX
cblr-3425	322	7	become	become	VERB
cblr-3425	322	8	a	a	DET
cblr-3425	322	9	key	key	ADJ
cblr-3425	322	10	role	role	NOUN
cblr-3425	322	11	for	for	ADP
cblr-3425	322	12	transactional	transactional	ADJ
cblr-3425	322	13	lawyers	lawyer	NOUN
cblr-3425	322	14	in	in	ADP
cblr-3425	322	15	the	the	DET
cblr-3425	322	16	presence	presence	NOUN
cblr-3425	322	17	of	of	ADP
cblr-3425	322	18	predictive	predictive	ADJ
cblr-3425	322	19	contracting.80	contracting.80	PROPN
cblr-3425	322	20	79	79	NUM
cblr-3425	322	21	note	note	VERB
cblr-3425	322	22	that	that	SCONJ
cblr-3425	322	23	for	for	ADP
cblr-3425	322	24	categorical	categorical	ADJ
cblr-3425	322	25	term	term	NOUN
cblr-3425	322	26	data	datum	NOUN
cblr-3425	322	27	,	,	PUNCT
cblr-3425	322	28	one	one	NUM
cblr-3425	322	29	of	of	ADP
cblr-3425	322	30	the	the	DET
cblr-3425	322	31	versions	version	NOUN
cblr-3425	322	32	of	of	ADP
cblr-3425	322	33	a	a	DET
cblr-3425	322	34	term	term	NOUN
cblr-3425	322	35	could	could	AUX
cblr-3425	322	36	be	be	AUX
cblr-3425	322	37	the	the	DET
cblr-3425	322	38	absence	absence	NOUN
cblr-3425	322	39	of	of	ADP
cblr-3425	322	40	the	the	DET
cblr-3425	322	41	term	term	NOUN
cblr-3425	322	42	.	.	PUNCT
cblr-3425	323	1	80	80	NUM
cblr-3425	323	2	see	see	NOUN
cblr-3425	323	3	infra	infra	NOUN
cblr-3425	323	4	section	section	NOUN
cblr-3425	323	5	iii.b	iii.b	PROPN
cblr-3425	323	6	.	.	PUNCT
cblr-3425	324	1	no	no	INTJ
cblr-3425	324	2	.	.	NOUN
cblr-3425	324	3	2:621	2:621	NUM
cblr-3425	324	4	]	]	X
cblr-3425	324	5	predictive	predictive	ADJ
cblr-3425	324	6	contracting	contract	VERB
cblr-3425	324	7	645	645	NUM
cblr-3425	324	8	contract	contract	NOUN
cblr-3425	324	9	outcomes	outcome	NOUN
cblr-3425	324	10	can	can	AUX
cblr-3425	324	11	assess	assess	VERB
cblr-3425	324	12	both	both	DET
cblr-3425	324	13	the	the	DET
cblr-3425	324	14	front	front	ADJ
cblr-3425	324	15	-	-	PUNCT
cblr-3425	324	16	end	end	NOUN
cblr-3425	324	17	and	and	CCONJ
cblr-3425	324	18	backend	backend	NOUN
cblr-3425	324	19	of	of	ADP
cblr-3425	324	20	a	a	DET
cblr-3425	324	21	contract	contract	NOUN
cblr-3425	324	22	’s	’s	PART
cblr-3425	324	23	life.81	life.81	NOUN
cblr-3425	324	24	the	the	DET
cblr-3425	324	25	front	front	ADJ
cblr-3425	324	26	-	-	PUNCT
cblr-3425	324	27	end	end	NOUN
cblr-3425	324	28	is	be	AUX
cblr-3425	324	29	when	when	SCONJ
cblr-3425	324	30	the	the	DET
cblr-3425	324	31	parties	party	NOUN
cblr-3425	324	32	and	and	CCONJ
cblr-3425	324	33	their	their	PRON
cblr-3425	324	34	agents	agent	NOUN
cblr-3425	324	35	negotiate	negotiate	VERB
cblr-3425	324	36	and	and	CCONJ
cblr-3425	324	37	design	design	VERB
cblr-3425	324	38	the	the	DET
cblr-3425	324	39	contract	contract	NOUN
cblr-3425	324	40	.	.	PUNCT
cblr-3425	325	1	examples	example	NOUN
cblr-3425	325	2	of	of	ADP
cblr-3425	325	3	front	front	ADJ
cblr-3425	325	4	-	-	PUNCT
cblr-3425	325	5	end	end	NOUN
cblr-3425	325	6	outcomes	outcome	NOUN
cblr-3425	325	7	include	include	VERB
cblr-3425	325	8	how	how	SCONJ
cblr-3425	325	9	long	long	ADV
cblr-3425	325	10	the	the	DET
cblr-3425	325	11	contract	contract	NOUN
cblr-3425	325	12	took	take	VERB
cblr-3425	325	13	to	to	PART
cblr-3425	325	14	negotiate	negotiate	VERB
cblr-3425	325	15	and	and	CCONJ
cblr-3425	325	16	how	how	SCONJ
cblr-3425	325	17	much	much	ADJ
cblr-3425	325	18	the	the	DET
cblr-3425	325	19	contract	contract	NOUN
cblr-3425	325	20	cost	cost	NOUN
cblr-3425	325	21	to	to	PART
cblr-3425	325	22	draft	draft	VERB
cblr-3425	325	23	.	.	PUNCT
cblr-3425	326	1	the	the	DET
cblr-3425	326	2	backend	backend	NOUN
cblr-3425	326	3	is	be	AUX
cblr-3425	326	4	when	when	SCONJ
cblr-3425	326	5	the	the	DET
cblr-3425	326	6	parties	party	NOUN
cblr-3425	326	7	perform	perform	VERB
cblr-3425	326	8	the	the	DET
cblr-3425	326	9	obligations	obligation	NOUN
cblr-3425	326	10	under	under	ADP
cblr-3425	326	11	the	the	DET
cblr-3425	326	12	contract	contract	NOUN
cblr-3425	326	13	and/or	and/or	CCONJ
cblr-3425	326	14	potentially	potentially	ADV
cblr-3425	326	15	dispute	dispute	VERB
cblr-3425	326	16	the	the	DET
cblr-3425	326	17	contract	contract	NOUN
cblr-3425	326	18	.	.	PUNCT
cblr-3425	327	1	examples	example	NOUN
cblr-3425	327	2	of	of	ADP
cblr-3425	327	3	back	back	ADJ
cblr-3425	327	4	-	-	PUNCT
cblr-3425	327	5	end	end	NOUN
cblr-3425	327	6	outcomes	outcome	NOUN
cblr-3425	327	7	include	include	VERB
cblr-3425	327	8	the	the	DET
cblr-3425	327	9	timing	timing	NOUN
cblr-3425	327	10	and	and	CCONJ
cblr-3425	327	11	quality	quality	NOUN
cblr-3425	327	12	of	of	ADP
cblr-3425	327	13	counterparty	counterparty	NOUN
cblr-3425	327	14	performance	performance	NOUN
cblr-3425	327	15	and	and	CCONJ
cblr-3425	327	16	whether	whether	SCONJ
cblr-3425	327	17	the	the	DET
cblr-3425	327	18	contract	contract	NOUN
cblr-3425	327	19	resulted	result	VERB
cblr-3425	327	20	in	in	ADP
cblr-3425	327	21	litigation	litigation	NOUN
cblr-3425	327	22	.	.	PUNCT
cblr-3425	328	1	contract	contract	NOUN
cblr-3425	328	2	outcomes	outcome	NOUN
cblr-3425	328	3	can	can	AUX
cblr-3425	328	4	also	also	ADV
cblr-3425	328	5	be	be	AUX
cblr-3425	328	6	objective	objective	ADJ
cblr-3425	328	7	or	or	CCONJ
cblr-3425	328	8	subjective	subjective	ADJ
cblr-3425	328	9	.	.	PUNCT
cblr-3425	329	1	examples	example	NOUN
cblr-3425	329	2	of	of	ADP
cblr-3425	329	3	objective	objective	ADJ
cblr-3425	329	4	outcomes	outcome	NOUN
cblr-3425	329	5	include	include	VERB
cblr-3425	329	6	whether	whether	SCONJ
cblr-3425	329	7	the	the	DET
cblr-3425	329	8	contract	contract	NOUN
cblr-3425	329	9	was	be	AUX
cblr-3425	329	10	amended	amend	VERB
cblr-3425	329	11	and	and	CCONJ
cblr-3425	329	12	the	the	DET
cblr-3425	329	13	amount	amount	NOUN
cblr-3425	329	14	of	of	ADP
cblr-3425	329	15	any	any	DET
cblr-3425	329	16	payments	payment	NOUN
cblr-3425	329	17	made	make	VERB
cblr-3425	329	18	under	under	ADP
cblr-3425	329	19	the	the	DET
cblr-3425	329	20	contract	contract	NOUN
cblr-3425	329	21	.	.	PUNCT
cblr-3425	330	1	examples	example	NOUN
cblr-3425	330	2	of	of	ADP
cblr-3425	330	3	subjective	subjective	ADJ
cblr-3425	330	4	outcomes	outcome	NOUN
cblr-3425	330	5	include	include	VERB
cblr-3425	330	6	whether	whether	SCONJ
cblr-3425	330	7	the	the	DET
cblr-3425	330	8	parties	party	NOUN
cblr-3425	330	9	believed	believe	VERB
cblr-3425	330	10	the	the	DET
cblr-3425	330	11	contract	contract	NOUN
cblr-3425	330	12	adequately	adequately	ADV
cblr-3425	330	13	met	meet	VERB
cblr-3425	330	14	their	their	PRON
cblr-3425	330	15	needs	need	NOUN
cblr-3425	330	16	and	and	CCONJ
cblr-3425	330	17	whether	whether	SCONJ
cblr-3425	330	18	the	the	DET
cblr-3425	330	19	contract	contract	NOUN
cblr-3425	330	20	resulted	result	VERB
cblr-3425	330	21	in	in	ADP
cblr-3425	330	22	any	any	DET
cblr-3425	330	23	reputational	reputational	ADJ
cblr-3425	330	24	effects	effect	NOUN
cblr-3425	330	25	for	for	ADP
cblr-3425	330	26	the	the	DET
cblr-3425	330	27	parties	party	NOUN
cblr-3425	330	28	.	.	PUNCT
cblr-3425	331	1	predictive	predictive	ADJ
cblr-3425	331	2	contracting	contracting	NOUN
cblr-3425	331	3	users	user	NOUN
cblr-3425	331	4	will	will	AUX
cblr-3425	331	5	likely	likely	ADV
cblr-3425	331	6	use	use	VERB
cblr-3425	331	7	a	a	DET
cblr-3425	331	8	wide	wide	ADJ
cblr-3425	331	9	variety	variety	NOUN
cblr-3425	331	10	of	of	ADP
cblr-3425	331	11	outcomes	outcome	NOUN
cblr-3425	331	12	to	to	PART
cblr-3425	331	13	assess	assess	VERB
cblr-3425	331	14	their	their	PRON
cblr-3425	331	15	contracts	contract	NOUN
cblr-3425	331	16	,	,	PUNCT
cblr-3425	331	17	including	include	VERB
cblr-3425	331	18	front	front	ADJ
cblr-3425	331	19	-	-	PUNCT
cblr-3425	331	20	end	end	NOUN
cblr-3425	331	21	,	,	PUNCT
cblr-3425	331	22	back	back	NOUN
cblr-3425	331	23	-	-	PUNCT
cblr-3425	331	24	end	end	NOUN
cblr-3425	331	25	,	,	PUNCT
cblr-3425	331	26	objective	objective	NOUN
cblr-3425	331	27	,	,	PUNCT
cblr-3425	331	28	and	and	CCONJ
cblr-3425	331	29	subjective	subjective	ADJ
cblr-3425	331	30	outcomes.82	outcomes.82	NOUN
cblr-3425	331	31	while	while	SCONJ
cblr-3425	331	32	many	many	ADJ
cblr-3425	331	33	outcomes	outcome	NOUN
cblr-3425	331	34	will	will	AUX
cblr-3425	331	35	be	be	AUX
cblr-3425	331	36	specific	specific	ADJ
cblr-3425	331	37	to	to	ADP
cblr-3425	331	38	the	the	DET
cblr-3425	331	39	contracting	contracting	NOUN
cblr-3425	331	40	scenario	scenario	NOUN
cblr-3425	331	41	being	be	AUX
cblr-3425	331	42	analyzed	analyze	VERB
cblr-3425	331	43	,	,	PUNCT
cblr-3425	331	44	some	some	DET
cblr-3425	331	45	general	general	ADJ
cblr-3425	331	46	outcomes	outcome	NOUN
cblr-3425	331	47	of	of	ADP
cblr-3425	331	48	interest	interest	NOUN
cblr-3425	331	49	include	include	VERB
cblr-3425	331	50	:	:	PUNCT
cblr-3425	331	51	•	•	NUM
cblr-3425	331	52	the	the	DET
cblr-3425	331	53	amount	amount	NOUN
cblr-3425	331	54	of	of	ADP
cblr-3425	331	55	time	time	NOUN
cblr-3425	331	56	to	to	PART
cblr-3425	331	57	negotiate	negotiate	VERB
cblr-3425	331	58	and	and	CCONJ
cblr-3425	331	59	draft	draft	VERB
cblr-3425	331	60	the	the	DET
cblr-3425	331	61	contract	contract	NOUN
cblr-3425	331	62	81	81	NUM
cblr-3425	331	63	see	see	VERB
cblr-3425	331	64	albert	albert	PROPN
cblr-3425	331	65	choi	choi	PROPN
cblr-3425	331	66	&	&	CCONJ
cblr-3425	331	67	george	george	PROPN
cblr-3425	331	68	triantis	triantis	PROPN
cblr-3425	331	69	,	,	PUNCT
cblr-3425	331	70	strategic	strategic	ADJ
cblr-3425	331	71	vagueness	vagueness	NOUN
cblr-3425	331	72	in	in	ADP
cblr-3425	331	73	contract	contract	NOUN
cblr-3425	331	74	design	design	NOUN
cblr-3425	331	75	:	:	PUNCT
cblr-3425	331	76	the	the	DET
cblr-3425	331	77	case	case	NOUN
cblr-3425	331	78	of	of	ADP
cblr-3425	331	79	corporate	corporate	ADJ
cblr-3425	331	80	acquisitions	acquisition	NOUN
cblr-3425	331	81	,	,	PUNCT
cblr-3425	331	82	119	119	NUM
cblr-3425	331	83	yale	yale	PROPN
cblr-3425	331	84	l.j	l.j	PROPN
cblr-3425	331	85	.	.	PROPN
cblr-3425	331	86	848	848	NUM
cblr-3425	331	87	,	,	PUNCT
cblr-3425	331	88	851	851	NUM
cblr-3425	331	89	(	(	PUNCT
cblr-3425	331	90	2010	2010	NUM
cblr-3425	331	91	)	)	PUNCT
cblr-3425	331	92	;	;	PUNCT
cblr-3425	331	93	richard	richard	PROPN
cblr-3425	331	94	a.	a.	NOUN
cblr-3425	331	95	posner	posner	PROPN
cblr-3425	331	96	,	,	PUNCT
cblr-3425	331	97	the	the	DET
cblr-3425	331	98	law	law	NOUN
cblr-3425	331	99	and	and	CCONJ
cblr-3425	331	100	economics	economic	NOUN
cblr-3425	331	101	of	of	ADP
cblr-3425	331	102	contract	contract	NOUN
cblr-3425	331	103	interpretation	interpretation	NOUN
cblr-3425	331	104	,	,	PUNCT
cblr-3425	331	105	83	83	NUM
cblr-3425	331	106	tex	tex	PROPN
cblr-3425	331	107	.	.	PROPN
cblr-3425	331	108	l.	l.	PROPN
cblr-3425	331	109	rev	rev	PROPN
cblr-3425	331	110	.	.	PROPN
cblr-3425	331	111	1581	1581	NUM
cblr-3425	331	112	,	,	PUNCT
cblr-3425	331	113	1583–84	1583–84	NOUN
cblr-3425	331	114	(	(	PUNCT
cblr-3425	331	115	2005	2005	NUM
cblr-3425	331	116	)	)	PUNCT
cblr-3425	331	117	;	;	PUNCT
cblr-3425	331	118	scott	scott	PROPN
cblr-3425	331	119	&	&	CCONJ
cblr-3425	331	120	triantis	triantis	PROPN
cblr-3425	331	121	,	,	PUNCT
cblr-3425	331	122	supra	supra	PROPN
cblr-3425	331	123	note	note	PROPN
cblr-3425	331	124	19	19	NUM
cblr-3425	331	125	,	,	PUNCT
cblr-3425	331	126	at	at	ADP
cblr-3425	331	127	814	814	NUM
cblr-3425	331	128	;	;	PUNCT
cblr-3425	331	129	scott	scott	PROPN
cblr-3425	331	130	&	&	CCONJ
cblr-3425	331	131	triantis	triantis	PROPN
cblr-3425	331	132	,	,	PUNCT
cblr-3425	331	133	supra	supra	PROPN
cblr-3425	331	134	note	note	PROPN
cblr-3425	331	135	16	16	NUM
cblr-3425	331	136	,	,	PUNCT
cblr-3425	331	137	at	at	ADP
cblr-3425	331	138	190	190	NUM
cblr-3425	331	139	.	.	PUNCT
cblr-3425	332	1	for	for	ADP
cblr-3425	332	2	a	a	DET
cblr-3425	332	3	proposed	propose	VERB
cblr-3425	332	4	model	model	NOUN
cblr-3425	332	5	that	that	PRON
cblr-3425	332	6	includes	include	VERB
cblr-3425	332	7	a	a	DET
cblr-3425	332	8	third	third	ADJ
cblr-3425	332	9	“	"	PUNCT
cblr-3425	332	10	midstream	midstream	NOUN
cblr-3425	332	11	”	"	PUNCT
cblr-3425	332	12	stage	stage	NOUN
cblr-3425	332	13	,	,	PUNCT
cblr-3425	332	14	see	see	VERB
cblr-3425	332	15	triantis	triantis	PROPN
cblr-3425	332	16	,	,	PUNCT
cblr-3425	332	17	supra	supra	PROPN
cblr-3425	332	18	note	note	PROPN
cblr-3425	332	19	21	21	NUM
cblr-3425	332	20	,	,	PUNCT
cblr-3425	332	21	at	at	ADP
cblr-3425	332	22	183–84	183–84	NOUN
cblr-3425	332	23	.	.	PUNCT
cblr-3425	333	1	82	82	NUM
cblr-3425	333	2	see	see	VERB
cblr-3425	333	3	stephen	stephen	PROPN
cblr-3425	333	4	j.	j.	PROPN
cblr-3425	333	5	choi	choi	PROPN
cblr-3425	333	6	&	&	CCONJ
cblr-3425	333	7	g.	g.	PROPN
cblr-3425	333	8	mitu	mitu	PROPN
cblr-3425	333	9	gulati	gulati	PROPN
cblr-3425	333	10	,	,	PUNCT
cblr-3425	333	11	contract	contract	NOUN
cblr-3425	333	12	as	as	ADP
cblr-3425	333	13	statute	statute	NOUN
cblr-3425	333	14	,	,	PUNCT
cblr-3425	333	15	104	104	NUM
cblr-3425	333	16	mich	mich	PROPN
cblr-3425	333	17	.	.	PUNCT
cblr-3425	334	1	l.	l.	PROPN
cblr-3425	334	2	rev	rev	PROPN
cblr-3425	334	3	.	.	PROPN
cblr-3425	334	4	1129	1129	NUM
cblr-3425	334	5	,	,	PUNCT
cblr-3425	334	6	1158	1158	NUM
cblr-3425	334	7	(	(	PUNCT
cblr-3425	334	8	2006	2006	NUM
cblr-3425	334	9	)	)	PUNCT
cblr-3425	334	10	(	(	PUNCT
cblr-3425	334	11	discussing	discuss	VERB
cblr-3425	334	12	how	how	SCONJ
cblr-3425	334	13	contracting	contracting	NOUN
cblr-3425	334	14	parties	party	NOUN
cblr-3425	334	15	balance	balance	VERB
cblr-3425	334	16	several	several	ADJ
cblr-3425	334	17	goals	goal	NOUN
cblr-3425	334	18	when	when	SCONJ
cblr-3425	334	19	designing	design	VERB
cblr-3425	334	20	a	a	DET
cblr-3425	334	21	contract	contract	NOUN
cblr-3425	334	22	)	)	PUNCT
cblr-3425	334	23	;	;	PUNCT
cblr-3425	334	24	d.	d.	PROPN
cblr-3425	334	25	gordon	gordon	PROPN
cblr-3425	334	26	smith	smith	PROPN
cblr-3425	334	27	&	&	CCONJ
cblr-3425	334	28	brayden	brayden	PROPN
cblr-3425	334	29	g.	g.	PROPN
cblr-3425	334	30	king	king	PROPN
cblr-3425	334	31	,	,	PUNCT
cblr-3425	334	32	contracts	contract	NOUN
cblr-3425	334	33	as	as	ADP
cblr-3425	334	34	organizations	organization	NOUN
cblr-3425	334	35	,	,	PUNCT
cblr-3425	334	36	51	51	NUM
cblr-3425	334	37	ariz	ariz	NOUN
cblr-3425	334	38	.	.	PUNCT
cblr-3425	335	1	l.	l.	PROPN
cblr-3425	335	2	rev	rev	PROPN
cblr-3425	335	3	.	.	PROPN
cblr-3425	335	4	1	1	NUM
cblr-3425	335	5	,	,	PUNCT
cblr-3425	335	6	25–26	25–26	NUM
cblr-3425	335	7	(	(	PUNCT
cblr-3425	335	8	2009	2009	NUM
cblr-3425	335	9	)	)	PUNCT
cblr-3425	335	10	(	(	PUNCT
cblr-3425	335	11	applying	apply	VERB
cblr-3425	335	12	organization	organization	NOUN
cblr-3425	335	13	theory	theory	NOUN
cblr-3425	335	14	to	to	ADP
cblr-3425	335	15	contracts	contract	NOUN
cblr-3425	335	16	to	to	PART
cblr-3425	335	17	argue	argue	VERB
cblr-3425	335	18	that	that	SCONJ
cblr-3425	335	19	contracts	contract	NOUN
cblr-3425	335	20	are	be	AUX
cblr-3425	335	21	strategically	strategically	ADV
cblr-3425	335	22	important	important	ADJ
cblr-3425	335	23	mechanisms	mechanism	NOUN
cblr-3425	335	24	that	that	PRON
cblr-3425	335	25	enable	enable	VERB
cblr-3425	335	26	an	an	DET
cblr-3425	335	27	organization	organization	NOUN
cblr-3425	335	28	to	to	PART
cblr-3425	335	29	advance	advance	VERB
cblr-3425	335	30	its	its	PRON
cblr-3425	335	31	strategic	strategic	ADJ
cblr-3425	335	32	goals	goal	NOUN
cblr-3425	335	33	)	)	PUNCT
cblr-3425	335	34	;	;	PUNCT
cblr-3425	335	35	ron	ron	PROPN
cblr-3425	335	36	dolin	dolin	PROPN
cblr-3425	335	37	,	,	PUNCT
cblr-3425	335	38	measuring	measure	VERB
cblr-3425	335	39	legal	legal	ADJ
cblr-3425	335	40	quality	quality	NOUN
cblr-3425	335	41	2	2	NUM
cblr-3425	335	42	(	(	PUNCT
cblr-3425	335	43	june	june	PROPN
cblr-3425	335	44	18	18	NUM
cblr-3425	335	45	,	,	PUNCT
cblr-3425	335	46	2017	2017	NUM
cblr-3425	335	47	)	)	PUNCT
cblr-3425	335	48	(	(	PUNCT
cblr-3425	335	49	unpublished	unpublished	ADJ
cblr-3425	335	50	manuscript	manuscript	NOUN
cblr-3425	335	51	)	)	PUNCT
cblr-3425	335	52	,	,	PUNCT
cblr-3425	335	53	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2988647	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2988647	PROPN
cblr-3425	336	1	[	[	X
cblr-3425	336	2	https://perma.cc/wx5d-ahld	https://perma.cc/wx5d-ahld	X
cblr-3425	336	3	]	]	PUNCT
cblr-3425	336	4	(	(	PUNCT
cblr-3425	336	5	citing	cite	VERB
cblr-3425	336	6	an	an	DET
cblr-3425	336	7	example	example	NOUN
cblr-3425	336	8	of	of	ADP
cblr-3425	336	9	dupont	dupont	NOUN
cblr-3425	336	10	developing	develop	VERB
cblr-3425	336	11	a	a	DET
cblr-3425	336	12	diverse	diverse	ADJ
cblr-3425	336	13	set	set	NOUN
cblr-3425	336	14	of	of	ADP
cblr-3425	336	15	assessment	assessment	NOUN
cblr-3425	336	16	outcomes	outcome	NOUN
cblr-3425	336	17	for	for	ADP
cblr-3425	336	18	analyzing	analyze	VERB
cblr-3425	336	19	its	its	PRON
cblr-3425	336	20	litigation	litigation	NOUN
cblr-3425	336	21	portfolio	portfolio	NOUN
cblr-3425	336	22	)	)	PUNCT
cblr-3425	336	23	.	.	PUNCT
cblr-3425	337	1	646	646	NUM
cblr-3425	337	2	columbia	columbia	PROPN
cblr-3425	337	3	business	business	NOUN
cblr-3425	337	4	law	law	PROPN
cblr-3425	337	5	review	review	NOUN
cblr-3425	337	6	[	[	X
cblr-3425	337	7	vol	vol	NOUN
cblr-3425	337	8	.	.	NOUN
cblr-3425	337	9	2019	2019	NUM
cblr-3425	337	10	•	•	NOUN
cblr-3425	337	11	the	the	DET
cblr-3425	337	12	cost	cost	NOUN
cblr-3425	337	13	to	to	PART
cblr-3425	337	14	negotiate	negotiate	VERB
cblr-3425	337	15	and	and	CCONJ
cblr-3425	337	16	draft	draft	VERB
cblr-3425	337	17	the	the	DET
cblr-3425	337	18	contract	contract	NOUN
cblr-3425	337	19	•	•	ADP
cblr-3425	337	20	the	the	DET
cblr-3425	337	21	extent	extent	NOUN
cblr-3425	337	22	of	of	ADP
cblr-3425	337	23	deviation	deviation	NOUN
cblr-3425	337	24	between	between	ADP
cblr-3425	337	25	the	the	DET
cblr-3425	337	26	first	first	ADJ
cblr-3425	337	27	draft	draft	NOUN
cblr-3425	337	28	and	and	CCONJ
cblr-3425	337	29	the	the	DET
cblr-3425	337	30	final	final	ADJ
cblr-3425	337	31	draft	draft	NOUN
cblr-3425	337	32	•	•	NOUN
cblr-3425	337	33	the	the	DET
cblr-3425	337	34	timing	timing	NOUN
cblr-3425	337	35	of	of	ADP
cblr-3425	337	36	counterparty	counterparty	NOUN
cblr-3425	337	37	performance	performance	NOUN
cblr-3425	337	38	•	•	ADP
cblr-3425	337	39	the	the	DET
cblr-3425	337	40	quality	quality	NOUN
cblr-3425	337	41	of	of	ADP
cblr-3425	337	42	counterparty	counterparty	NOUN
cblr-3425	337	43	performance	performance	NOUN
cblr-3425	337	44	•	•	ADP
cblr-3425	337	45	whether	whether	SCONJ
cblr-3425	337	46	and	and	CCONJ
cblr-3425	337	47	how	how	SCONJ
cblr-3425	337	48	the	the	DET
cblr-3425	337	49	contract	contract	NOUN
cblr-3425	337	50	was	be	AUX
cblr-3425	337	51	amended	amend	VERB
cblr-3425	337	52	•	•	ADP
cblr-3425	337	53	whether	whether	SCONJ
cblr-3425	337	54	and	and	CCONJ
cblr-3425	337	55	why	why	SCONJ
cblr-3425	337	56	the	the	DET
cblr-3425	337	57	contract	contract	NOUN
cblr-3425	337	58	resulted	result	VERB
cblr-3425	337	59	in	in	ADP
cblr-3425	337	60	a	a	DET
cblr-3425	337	61	dispute	dispute	NOUN
cblr-3425	337	62	•	•	NOUN
cblr-3425	337	63	if	if	SCONJ
cblr-3425	337	64	the	the	DET
cblr-3425	337	65	contract	contract	NOUN
cblr-3425	337	66	resulted	result	VERB
cblr-3425	337	67	in	in	ADP
cblr-3425	337	68	a	a	DET
cblr-3425	337	69	dispute	dispute	NOUN
cblr-3425	337	70	,	,	PUNCT
cblr-3425	337	71	how	how	SCONJ
cblr-3425	337	72	the	the	DET
cblr-3425	337	73	dispute	dispute	NOUN
cblr-3425	337	74	was	be	AUX
cblr-3425	337	75	resolved	resolve	VERB
cblr-3425	337	76	(	(	PUNCT
cblr-3425	337	77	negotiation	negotiation	NOUN
cblr-3425	337	78	,	,	PUNCT
cblr-3425	337	79	arbitration	arbitration	NOUN
cblr-3425	337	80	,	,	PUNCT
cblr-3425	337	81	litigation	litigation	NOUN
cblr-3425	337	82	,	,	PUNCT
cblr-3425	337	83	etc	etc	X
cblr-3425	337	84	.	.	X
cblr-3425	337	85	)	)	PUNCT
cblr-3425	338	1	•	•	INTJ
cblr-3425	338	2	if	if	SCONJ
cblr-3425	338	3	the	the	DET
cblr-3425	338	4	contract	contract	NOUN
cblr-3425	338	5	resulted	result	VERB
cblr-3425	338	6	in	in	ADP
cblr-3425	338	7	a	a	DET
cblr-3425	338	8	dispute	dispute	NOUN
cblr-3425	338	9	,	,	PUNCT
cblr-3425	338	10	the	the	DET
cblr-3425	338	11	cost	cost	NOUN
cblr-3425	338	12	of	of	ADP
cblr-3425	338	13	the	the	DET
cblr-3425	338	14	dispute	dispute	NOUN
cblr-3425	338	15	•	•	ADP
cblr-3425	338	16	the	the	DET
cblr-3425	338	17	total	total	ADJ
cblr-3425	338	18	cost	cost	NOUN
cblr-3425	338	19	of	of	ADP
cblr-3425	338	20	negotiating	negotiating	NOUN
cblr-3425	338	21	,	,	PUNCT
cblr-3425	338	22	drafting	drafting	NOUN
cblr-3425	338	23	,	,	PUNCT
cblr-3425	338	24	administering	administering	NOUN
cblr-3425	338	25	,	,	PUNCT
cblr-3425	338	26	and	and	CCONJ
cblr-3425	338	27	resolving	resolve	VERB
cblr-3425	338	28	the	the	DET
cblr-3425	338	29	contract	contract	NOUN
cblr-3425	338	30	•	•	ADP
cblr-3425	338	31	whether	whether	SCONJ
cblr-3425	338	32	the	the	DET
cblr-3425	338	33	parties	party	NOUN
cblr-3425	338	34	were	be	AUX
cblr-3425	338	35	satisfied	satisfied	ADJ
cblr-3425	338	36	with	with	ADP
cblr-3425	338	37	the	the	DET
cblr-3425	338	38	contract	contract	NOUN
cblr-3425	338	39	•	•	NUM
cblr-3425	338	40	whether	whether	SCONJ
cblr-3425	338	41	the	the	DET
cblr-3425	338	42	contract	contract	NOUN
cblr-3425	338	43	resulted	result	VERB
cblr-3425	338	44	in	in	ADP
cblr-3425	338	45	any	any	DET
cblr-3425	338	46	reputational	reputational	ADJ
cblr-3425	338	47	effects	effect	NOUN
cblr-3425	338	48	for	for	ADP
cblr-3425	338	49	the	the	DET
cblr-3425	338	50	parties	party	NOUN
cblr-3425	338	51	3	3	NUM
cblr-3425	338	52	.	.	PUNCT
cblr-3425	338	53	conditions	condition	NOUN
cblr-3425	338	54	the	the	DET
cblr-3425	338	55	third	third	ADJ
cblr-3425	338	56	category	category	NOUN
cblr-3425	338	57	of	of	ADP
cblr-3425	338	58	data	datum	NOUN
cblr-3425	338	59	needed	need	VERB
cblr-3425	338	60	for	for	ADP
cblr-3425	338	61	predictive	predictive	ADJ
cblr-3425	338	62	contracting	contracting	NOUN
cblr-3425	338	63	is	be	AUX
cblr-3425	338	64	data	datum	NOUN
cblr-3425	338	65	on	on	ADP
cblr-3425	338	66	exogenous	exogenous	ADJ
cblr-3425	338	67	conditions	condition	NOUN
cblr-3425	338	68	.	.	PUNCT
cblr-3425	339	1	in	in	ADP
cblr-3425	339	2	the	the	DET
cblr-3425	339	3	relationship	relationship	NOUN
cblr-3425	339	4	depicted	depict	VERB
cblr-3425	339	5	in	in	ADP
cblr-3425	339	6	figure	figure	NOUN
cblr-3425	339	7	1	1	NUM
cblr-3425	339	8	,	,	PUNCT
cblr-3425	339	9	conditions	condition	NOUN
cblr-3425	339	10	are	be	AUX
cblr-3425	339	11	the	the	DET
cblr-3425	339	12	exogenous	exogenous	ADJ
cblr-3425	339	13	inputs	input	NOUN
cblr-3425	339	14	that	that	PRON
cblr-3425	339	15	,	,	PUNCT
cblr-3425	339	16	when	when	SCONJ
cblr-3425	339	17	combined	combine	VERB
cblr-3425	339	18	with	with	ADP
cblr-3425	339	19	endogenous	endogenous	ADJ
cblr-3425	339	20	terms	term	NOUN
cblr-3425	339	21	,	,	PUNCT
cblr-3425	339	22	result	result	VERB
cblr-3425	339	23	in	in	ADP
cblr-3425	339	24	contract	contract	NOUN
cblr-3425	339	25	outcomes	outcome	NOUN
cblr-3425	339	26	.	.	PUNCT
cblr-3425	340	1	contracting	contracting	NOUN
cblr-3425	340	2	does	do	AUX
cblr-3425	340	3	not	not	PART
cblr-3425	340	4	exist	exist	VERB
cblr-3425	340	5	in	in	ADP
cblr-3425	340	6	a	a	DET
cblr-3425	340	7	vacuum	vacuum	NOUN
cblr-3425	340	8	,	,	PUNCT
cblr-3425	340	9	but	but	CCONJ
cblr-3425	340	10	rather	rather	ADV
cblr-3425	340	11	against	against	ADP
cblr-3425	340	12	a	a	DET
cblr-3425	340	13	backdrop	backdrop	NOUN
cblr-3425	340	14	of	of	ADP
cblr-3425	340	15	external	external	ADJ
cblr-3425	340	16	factors	factor	NOUN
cblr-3425	340	17	that	that	PRON
cblr-3425	340	18	can	can	AUX
cblr-3425	340	19	influence	influence	VERB
cblr-3425	340	20	contract	contract	NOUN
cblr-3425	340	21	design	design	NOUN
cblr-3425	340	22	and	and	CCONJ
cblr-3425	340	23	outcomes.83	outcomes.83	PROPN
cblr-3425	340	24	for	for	ADP
cblr-3425	340	25	example	example	NOUN
cblr-3425	340	26	,	,	PUNCT
cblr-3425	340	27	whether	whether	SCONJ
cblr-3425	340	28	the	the	DET
cblr-3425	340	29	parties	party	NOUN
cblr-3425	340	30	to	to	ADP
cblr-3425	340	31	an	an	DET
cblr-3425	340	32	acquisition	acquisition	NOUN
cblr-3425	340	33	agreement	agreement	NOUN
cblr-3425	340	34	are	be	AUX
cblr-3425	340	35	public	public	ADJ
cblr-3425	340	36	or	or	CCONJ
cblr-3425	340	37	private	private	ADJ
cblr-3425	340	38	can	can	AUX
cblr-3425	340	39	have	have	VERB
cblr-3425	340	40	substantial	substantial	ADJ
cblr-3425	340	41	effects	effect	NOUN
cblr-3425	340	42	on	on	ADP
cblr-3425	340	43	the	the	DET
cblr-3425	340	44	design	design	NOUN
cblr-3425	340	45	of	of	ADP
cblr-3425	340	46	the	the	DET
cblr-3425	340	47	agreement	agreement	NOUN
cblr-3425	340	48	and	and	CCONJ
cblr-3425	340	49	numerous	numerous	ADJ
cblr-3425	340	50	outcomes	outcome	NOUN
cblr-3425	340	51	of	of	ADP
cblr-3425	340	52	interest	interest	NOUN
cblr-3425	340	53	.	.	PUNCT
cblr-3425	341	1	while	while	SCONJ
cblr-3425	341	2	some	some	DET
cblr-3425	341	3	insights	insight	NOUN
cblr-3425	341	4	could	could	AUX
cblr-3425	341	5	be	be	AUX
cblr-3425	341	6	gained	gain	VERB
cblr-3425	341	7	from	from	ADP
cblr-3425	341	8	a	a	DET
cblr-3425	341	9	predictive	predictive	ADJ
cblr-3425	341	10	contracting	contracting	NOUN
cblr-3425	341	11	model	model	NOUN
cblr-3425	341	12	trained	train	VERB
cblr-3425	341	13	only	only	ADV
cblr-3425	341	14	on	on	ADP
cblr-3425	341	15	terms	term	NOUN
cblr-3425	341	16	and	and	CCONJ
cblr-3425	341	17	outcomes	outcome	NOUN
cblr-3425	341	18	,	,	PUNCT
cblr-3425	341	19	the	the	DET
cblr-3425	341	20	quality	quality	NOUN
cblr-3425	341	21	of	of	ADP
cblr-3425	341	22	the	the	DET
cblr-3425	341	23	83	83	NUM
cblr-3425	341	24	see	see	NOUN
cblr-3425	341	25	williams	williams	PROPN
cblr-3425	341	26	,	,	PUNCT
cblr-3425	341	27	supra	supra	PROPN
cblr-3425	341	28	note	note	NOUN
cblr-3425	341	29	2	2	NUM
cblr-3425	341	30	,	,	PUNCT
cblr-3425	341	31	at	at	ADP
cblr-3425	341	32	149–54	149–54	NUM
cblr-3425	341	33	(	(	PUNCT
cblr-3425	341	34	demonstrating	demonstrate	VERB
cblr-3425	341	35	that	that	SCONJ
cblr-3425	341	36	the	the	DET
cblr-3425	341	37	total	total	ADJ
cblr-3425	341	38	supply	supply	NOUN
cblr-3425	341	39	of	of	ADP
cblr-3425	341	40	venture	venture	NOUN
cblr-3425	341	41	capital	capital	NOUN
cblr-3425	341	42	financing	financing	NOUN
cblr-3425	341	43	had	have	VERB
cblr-3425	341	44	statistically	statistically	ADV
cblr-3425	341	45	significant	significant	ADJ
cblr-3425	341	46	connections	connection	NOUN
cblr-3425	341	47	with	with	ADP
cblr-3425	341	48	a	a	DET
cblr-3425	341	49	variety	variety	NOUN
cblr-3425	341	50	of	of	ADP
cblr-3425	341	51	contract	contract	NOUN
cblr-3425	341	52	terms	term	NOUN
cblr-3425	341	53	based	base	VERB
cblr-3425	341	54	on	on	ADP
cblr-3425	341	55	a	a	DET
cblr-3425	341	56	set	set	NOUN
cblr-3425	341	57	of	of	ADP
cblr-3425	341	58	over	over	ADP
cblr-3425	341	59	5000	5000	NUM
cblr-3425	341	60	venture	venture	NOUN
cblr-3425	341	61	capital	capital	NOUN
cblr-3425	341	62	financing	financing	NOUN
cblr-3425	341	63	contracts	contract	NOUN
cblr-3425	341	64	from	from	ADP
cblr-3425	341	65	2004–2015	2004–2015	NUM
cblr-3425	341	66	)	)	PUNCT
cblr-3425	341	67	.	.	PUNCT
cblr-3425	342	1	the	the	DET
cblr-3425	342	2	author	author	NOUN
cblr-3425	342	3	controlled	control	VERB
cblr-3425	342	4	for	for	ADP
cblr-3425	342	5	a	a	DET
cblr-3425	342	6	number	number	NOUN
cblr-3425	342	7	of	of	ADP
cblr-3425	342	8	other	other	ADJ
cblr-3425	342	9	external	external	ADJ
cblr-3425	342	10	factors	factor	NOUN
cblr-3425	342	11	such	such	ADJ
cblr-3425	342	12	as	as	ADP
cblr-3425	342	13	industry	industry	NOUN
cblr-3425	342	14	,	,	PUNCT
cblr-3425	342	15	location	location	NOUN
cblr-3425	342	16	,	,	PUNCT
cblr-3425	342	17	and	and	CCONJ
cblr-3425	342	18	the	the	DET
cblr-3425	342	19	risk	risk	NOUN
cblr-3425	342	20	-	-	PUNCT
cblr-3425	342	21	free	free	ADJ
cblr-3425	342	22	treasury	treasury	NOUN
cblr-3425	342	23	rate	rate	NOUN
cblr-3425	342	24	.	.	PUNCT
cblr-3425	343	1	see	see	VERB
cblr-3425	343	2	i	i	PRON
cblr-3425	343	3	d.	d.	PROPN
cblr-3425	343	4	at	at	ADP
cblr-3425	343	5	151–53	151–53	NUM
cblr-3425	343	6	.	.	PUNCT
cblr-3425	344	1	no	no	INTJ
cblr-3425	344	2	.	.	NOUN
cblr-3425	344	3	2:621	2:621	NUM
cblr-3425	344	4	]	]	X
cblr-3425	344	5	predictive	predictive	ADJ
cblr-3425	344	6	contracting	contract	VERB
cblr-3425	344	7	647	647	NUM
cblr-3425	344	8	results	result	NOUN
cblr-3425	344	9	generated	generate	VERB
cblr-3425	344	10	by	by	ADP
cblr-3425	344	11	the	the	DET
cblr-3425	344	12	model	model	NOUN
cblr-3425	344	13	can	can	AUX
cblr-3425	344	14	be	be	AUX
cblr-3425	344	15	improved	improve	VERB
cblr-3425	344	16	by	by	ADP
cblr-3425	344	17	including	include	VERB
cblr-3425	344	18	data	datum	NOUN
cblr-3425	344	19	on	on	ADP
cblr-3425	344	20	relevant	relevant	ADJ
cblr-3425	344	21	exogenous	exogenous	ADJ
cblr-3425	344	22	conditions.84	conditions.84	NOUN
cblr-3425	344	23	for	for	ADP
cblr-3425	344	24	the	the	DET
cblr-3425	344	25	purposes	purpose	NOUN
cblr-3425	344	26	of	of	ADP
cblr-3425	344	27	predictive	predictive	ADJ
cblr-3425	344	28	contracting	contracting	NOUN
cblr-3425	344	29	,	,	PUNCT
cblr-3425	344	30	a	a	DET
cblr-3425	344	31	condition	condition	NOUN
cblr-3425	344	32	is	be	AUX
cblr-3425	344	33	considered	consider	VERB
cblr-3425	344	34	exogenous	exogenous	ADJ
cblr-3425	344	35	if	if	SCONJ
cblr-3425	344	36	one	one	NUM
cblr-3425	344	37	or	or	CCONJ
cblr-3425	344	38	more	more	ADJ
cblr-3425	344	39	of	of	ADP
cblr-3425	344	40	the	the	DET
cblr-3425	344	41	parties	party	NOUN
cblr-3425	344	42	can	can	AUX
cblr-3425	344	43	not	not	PART
cblr-3425	344	44	feasibly	feasibly	ADV
cblr-3425	344	45	modify	modify	VERB
cblr-3425	344	46	it	it	PRON
cblr-3425	344	47	as	as	ADP
cblr-3425	344	48	part	part	NOUN
cblr-3425	344	49	of	of	ADP
cblr-3425	344	50	the	the	DET
cblr-3425	344	51	contract	contract	NOUN
cblr-3425	344	52	design	design	NOUN
cblr-3425	344	53	process	process	NOUN
cblr-3425	344	54	.	.	PUNCT
cblr-3425	345	1	this	this	PRON
cblr-3425	345	2	includes	include	VERB
cblr-3425	345	3	conditions	condition	NOUN
cblr-3425	345	4	over	over	ADP
cblr-3425	345	5	which	which	PRON
cblr-3425	345	6	the	the	DET
cblr-3425	345	7	parties	party	NOUN
cblr-3425	345	8	have	have	VERB
cblr-3425	345	9	no	no	DET
cblr-3425	345	10	control	control	NOUN
cblr-3425	345	11	,	,	PUNCT
cblr-3425	345	12	such	such	ADJ
cblr-3425	345	13	as	as	ADP
cblr-3425	345	14	general	general	ADJ
cblr-3425	345	15	economic	economic	ADJ
cblr-3425	345	16	conditions	condition	NOUN
cblr-3425	345	17	and	and	CCONJ
cblr-3425	345	18	geopolitical	geopolitical	ADJ
cblr-3425	345	19	factors	factor	NOUN
cblr-3425	345	20	.	.	PUNCT
cblr-3425	346	1	this	this	PRON
cblr-3425	346	2	also	also	ADV
cblr-3425	346	3	includes	include	VERB
cblr-3425	346	4	conditions	condition	NOUN
cblr-3425	346	5	over	over	ADP
cblr-3425	346	6	which	which	PRON
cblr-3425	346	7	the	the	DET
cblr-3425	346	8	parties	party	NOUN
cblr-3425	346	9	do	do	AUX
cblr-3425	346	10	have	have	VERB
cblr-3425	346	11	control	control	NOUN
cblr-3425	346	12	but	but	CCONJ
cblr-3425	346	13	can	can	AUX
cblr-3425	346	14	not	not	PART
cblr-3425	346	15	feasibly	feasibly	ADV
cblr-3425	346	16	modify	modify	VERB
cblr-3425	346	17	as	as	ADP
cblr-3425	346	18	part	part	NOUN
cblr-3425	346	19	of	of	ADP
cblr-3425	346	20	the	the	DET
cblr-3425	346	21	contracting	contracting	NOUN
cblr-3425	346	22	scenario	scenario	NOUN
cblr-3425	346	23	being	be	AUX
cblr-3425	346	24	analyzed	analyze	VERB
cblr-3425	346	25	.	.	PUNCT
cblr-3425	347	1	for	for	ADP
cblr-3425	347	2	example	example	NOUN
cblr-3425	347	3	,	,	PUNCT
cblr-3425	347	4	while	while	SCONJ
cblr-3425	347	5	the	the	DET
cblr-3425	347	6	location	location	NOUN
cblr-3425	347	7	of	of	ADP
cblr-3425	347	8	a	a	DET
cblr-3425	347	9	party	party	NOUN
cblr-3425	347	10	’s	’s	PART
cblr-3425	347	11	headquarters	headquarters	NOUN
cblr-3425	347	12	may	may	AUX
cblr-3425	347	13	be	be	AUX
cblr-3425	347	14	a	a	DET
cblr-3425	347	15	relevant	relevant	ADJ
cblr-3425	347	16	condition	condition	NOUN
cblr-3425	347	17	for	for	ADP
cblr-3425	347	18	a	a	DET
cblr-3425	347	19	simple	simple	ADJ
cblr-3425	347	20	procurement	procurement	NOUN
cblr-3425	347	21	contract	contract	NOUN
cblr-3425	347	22	,	,	PUNCT
cblr-3425	347	23	and	and	CCONJ
cblr-3425	347	24	while	while	SCONJ
cblr-3425	347	25	the	the	DET
cblr-3425	347	26	party	party	NOUN
cblr-3425	347	27	does	do	AUX
cblr-3425	347	28	have	have	VERB
cblr-3425	347	29	control	control	NOUN
cblr-3425	347	30	over	over	ADP
cblr-3425	347	31	this	this	DET
cblr-3425	347	32	condition	condition	NOUN
cblr-3425	347	33	,	,	PUNCT
cblr-3425	347	34	it	it	PRON
cblr-3425	347	35	can	can	AUX
cblr-3425	347	36	not	not	PART
cblr-3425	347	37	feasibly	feasibly	ADV
cblr-3425	347	38	move	move	VERB
cblr-3425	347	39	its	its	PRON
cblr-3425	347	40	headquarters	headquarters	NOUN
cblr-3425	347	41	for	for	ADP
cblr-3425	347	42	the	the	DET
cblr-3425	347	43	purposes	purpose	NOUN
cblr-3425	347	44	of	of	ADP
cblr-3425	347	45	designing	design	VERB
cblr-3425	347	46	the	the	DET
cblr-3425	347	47	contract	contract	NOUN
cblr-3425	347	48	.	.	PUNCT
cblr-3425	348	1	as	as	ADP
cblr-3425	348	2	a	a	DET
cblr-3425	348	3	result	result	NOUN
cblr-3425	348	4	,	,	PUNCT
cblr-3425	348	5	the	the	DET
cblr-3425	348	6	location	location	NOUN
cblr-3425	348	7	of	of	ADP
cblr-3425	348	8	the	the	DET
cblr-3425	348	9	party	party	NOUN
cblr-3425	348	10	’s	’s	PART
cblr-3425	348	11	headquarters	headquarters	NOUN
cblr-3425	348	12	would	would	AUX
cblr-3425	348	13	be	be	AUX
cblr-3425	348	14	considered	consider	VERB
cblr-3425	348	15	an	an	DET
cblr-3425	348	16	exogenous	exogenous	ADJ
cblr-3425	348	17	condition	condition	NOUN
cblr-3425	348	18	when	when	SCONJ
cblr-3425	348	19	analyzing	analyze	VERB
cblr-3425	348	20	the	the	DET
cblr-3425	348	21	procurement	procurement	NOUN
cblr-3425	348	22	contract	contract	NOUN
cblr-3425	348	23	using	use	VERB
cblr-3425	348	24	a	a	DET
cblr-3425	348	25	predictive	predictive	ADJ
cblr-3425	348	26	contracting	contracting	NOUN
cblr-3425	348	27	system	system	NOUN
cblr-3425	348	28	.	.	PUNCT
cblr-3425	349	1	while	while	SCONJ
cblr-3425	349	2	many	many	ADJ
cblr-3425	349	3	conditions	condition	NOUN
cblr-3425	349	4	will	will	AUX
cblr-3425	349	5	be	be	AUX
cblr-3425	349	6	specific	specific	ADJ
cblr-3425	349	7	to	to	ADP
cblr-3425	349	8	the	the	DET
cblr-3425	349	9	contracting	contracting	NOUN
cblr-3425	349	10	scenario	scenario	NOUN
cblr-3425	349	11	being	be	AUX
cblr-3425	349	12	analyzed	analyze	VERB
cblr-3425	349	13	,	,	PUNCT
cblr-3425	349	14	some	some	DET
cblr-3425	349	15	general	general	ADJ
cblr-3425	349	16	conditions	condition	NOUN
cblr-3425	349	17	include	include	VERB
cblr-3425	349	18	:	:	PUNCT
cblr-3425	349	19	•	•	NUM
cblr-3425	349	20	party	party	NOUN
cblr-3425	349	21	characteristics	characteristic	NOUN
cblr-3425	349	22	(	(	PUNCT
cblr-3425	349	23	identity	identity	NOUN
cblr-3425	349	24	,	,	PUNCT
cblr-3425	349	25	location	location	NOUN
cblr-3425	349	26	,	,	PUNCT
cblr-3425	349	27	size	size	NOUN
cblr-3425	349	28	,	,	PUNCT
cblr-3425	349	29	industry	industry	NOUN
cblr-3425	349	30	,	,	PUNCT
cblr-3425	349	31	etc	etc	X
cblr-3425	349	32	.	.	X
cblr-3425	349	33	)	)	PUNCT
cblr-3425	350	1	•	•	PRON
cblr-3425	350	2	drafter	drafter	NOUN
cblr-3425	350	3	characteristics	characteristic	NOUN
cblr-3425	350	4	(	(	PUNCT
cblr-3425	350	5	identity	identity	NOUN
cblr-3425	350	6	,	,	PUNCT
cblr-3425	350	7	location	location	NOUN
cblr-3425	350	8	,	,	PUNCT
cblr-3425	350	9	law	law	NOUN
cblr-3425	350	10	firm	firm	NOUN
cblr-3425	350	11	,	,	PUNCT
cblr-3425	350	12	etc	etc	X
cblr-3425	350	13	.	.	X
cblr-3425	350	14	)	)	PUNCT
cblr-3425	351	1	•	•	ADP
cblr-3425	351	2	whether	whether	SCONJ
cblr-3425	351	3	the	the	DET
cblr-3425	351	4	parties	party	NOUN
cblr-3425	351	5	have	have	VERB
cblr-3425	351	6	a	a	DET
cblr-3425	351	7	preexisting	preexist	VERB
cblr-3425	351	8	relationship	relationship	NOUN
cblr-3425	351	9	and	and	CCONJ
cblr-3425	351	10	the	the	DET
cblr-3425	351	11	nature	nature	NOUN
cblr-3425	351	12	of	of	ADP
cblr-3425	351	13	that	that	DET
cblr-3425	351	14	relationship	relationship	NOUN
cblr-3425	351	15	•	•	ADP
cblr-3425	351	16	whether	whether	SCONJ
cblr-3425	351	17	the	the	DET
cblr-3425	351	18	contract	contract	NOUN
cblr-3425	351	19	is	be	AUX
cblr-3425	351	20	based	base	VERB
cblr-3425	351	21	on	on	ADP
cblr-3425	351	22	a	a	DET
cblr-3425	351	23	prior	prior	ADJ
cblr-3425	351	24	contract	contract	NOUN
cblr-3425	351	25	between	between	ADP
cblr-3425	351	26	the	the	DET
cblr-3425	351	27	parties	party	NOUN
cblr-3425	351	28	•	•	ADP
cblr-3425	351	29	general	general	ADJ
cblr-3425	351	30	industry	industry	NOUN
cblr-3425	351	31	conditions	condition	NOUN
cblr-3425	351	32	•	•	VERB
cblr-3425	352	1	general	general	ADJ
cblr-3425	352	2	economic	economic	ADJ
cblr-3425	352	3	conditions	condition	NOUN
cblr-3425	352	4	•	•	VERB
cblr-3425	352	5	geopolitical	geopolitical	ADJ
cblr-3425	352	6	conditions	condition	NOUN
cblr-3425	352	7	84	84	NUM
cblr-3425	352	8	determining	determine	VERB
cblr-3425	352	9	which	which	DET
cblr-3425	352	10	exogenous	exogenous	ADJ
cblr-3425	352	11	conditions	condition	NOUN
cblr-3425	352	12	are	be	AUX
cblr-3425	352	13	“	"	PUNCT
cblr-3425	352	14	relevant	relevant	ADJ
cblr-3425	352	15	”	"	PUNCT
cblr-3425	352	16	will	will	AUX
cblr-3425	352	17	require	require	VERB
cblr-3425	352	18	iterative	iterative	ADJ
cblr-3425	352	19	trial	trial	NOUN
cblr-3425	352	20	and	and	CCONJ
cblr-3425	352	21	error	error	NOUN
cblr-3425	352	22	.	.	PUNCT
cblr-3425	353	1	contract	contract	NOUN
cblr-3425	353	2	drafters	drafter	NOUN
cblr-3425	353	3	will	will	AUX
cblr-3425	353	4	initially	initially	ADV
cblr-3425	353	5	include	include	VERB
cblr-3425	353	6	exogenous	exogenous	ADJ
cblr-3425	353	7	conditions	condition	NOUN
cblr-3425	353	8	for	for	ADP
cblr-3425	353	9	which	which	PRON
cblr-3425	353	10	they	they	PRON
cblr-3425	353	11	have	have	VERB
cblr-3425	353	12	data	datum	NOUN
cblr-3425	353	13	and	and	CCONJ
cblr-3425	353	14	believe	believe	VERB
cblr-3425	353	15	could	could	AUX
cblr-3425	353	16	potentially	potentially	ADV
cblr-3425	353	17	influence	influence	VERB
cblr-3425	353	18	design	design	NOUN
cblr-3425	353	19	and/or	and/or	CCONJ
cblr-3425	353	20	outcomes	outcome	NOUN
cblr-3425	353	21	.	.	PUNCT
cblr-3425	354	1	the	the	DET
cblr-3425	354	2	models	model	NOUN
cblr-3425	354	3	they	they	PRON
cblr-3425	354	4	develop	develop	VERB
cblr-3425	354	5	will	will	AUX
cblr-3425	354	6	then	then	ADV
cblr-3425	354	7	provide	provide	VERB
cblr-3425	354	8	insight	insight	NOUN
cblr-3425	354	9	into	into	ADP
cblr-3425	354	10	whether	whether	SCONJ
cblr-3425	354	11	those	those	DET
cblr-3425	354	12	conditions	condition	NOUN
cblr-3425	354	13	are	be	AUX
cblr-3425	354	14	in	in	ADP
cblr-3425	354	15	fact	fact	NOUN
cblr-3425	354	16	relevant	relevant	ADJ
cblr-3425	354	17	.	.	PUNCT
cblr-3425	355	1	648	648	NUM
cblr-3425	355	2	columbia	columbia	PROPN
cblr-3425	355	3	business	business	NOUN
cblr-3425	355	4	law	law	PROPN
cblr-3425	355	5	review	review	NOUN
cblr-3425	356	1	[	[	X
cblr-3425	356	2	vol	vol	NOUN
cblr-3425	356	3	.	.	NOUN
cblr-3425	356	4	2019	2019	NUM
cblr-3425	356	5	c.	c.	PROPN
cblr-3425	356	6	data	data	PROPN
cblr-3425	356	7	sources	source	NOUN
cblr-3425	356	8	data	datum	NOUN
cblr-3425	356	9	on	on	ADP
cblr-3425	356	10	contract	contract	NOUN
cblr-3425	356	11	terms	term	NOUN
cblr-3425	356	12	,	,	PUNCT
cblr-3425	356	13	outcomes	outcome	NOUN
cblr-3425	356	14	,	,	PUNCT
cblr-3425	356	15	and	and	CCONJ
cblr-3425	356	16	conditions	condition	NOUN
cblr-3425	356	17	for	for	ADP
cblr-3425	356	18	use	use	NOUN
cblr-3425	356	19	in	in	ADP
cblr-3425	356	20	predictive	predictive	ADJ
cblr-3425	356	21	contracting	contracting	NOUN
cblr-3425	356	22	will	will	AUX
cblr-3425	356	23	primarily	primarily	ADV
cblr-3425	356	24	come	come	VERB
cblr-3425	356	25	from	from	ADP
cblr-3425	356	26	three	three	NUM
cblr-3425	356	27	sources	source	NOUN
cblr-3425	356	28	:	:	PUNCT
cblr-3425	356	29	(	(	PUNCT
cblr-3425	356	30	1	1	X
cblr-3425	356	31	)	)	PUNCT
cblr-3425	356	32	contract	contract	NOUN
cblr-3425	356	33	management	management	NOUN
cblr-3425	356	34	systems	system	NOUN
cblr-3425	356	35	,	,	PUNCT
cblr-3425	356	36	(	(	PUNCT
cblr-3425	356	37	2	2	NUM
cblr-3425	356	38	)	)	PUNCT
cblr-3425	356	39	natural	natural	ADJ
cblr-3425	356	40	language	language	NOUN
cblr-3425	356	41	processing	processing	NOUN
cblr-3425	356	42	,	,	PUNCT
cblr-3425	356	43	and	and	CCONJ
cblr-3425	356	44	(	(	PUNCT
cblr-3425	356	45	3	3	X
cblr-3425	356	46	)	)	PUNCT
cblr-3425	356	47	computable	computable	ADJ
cblr-3425	356	48	contracts	contract	NOUN
cblr-3425	356	49	.	.	PUNCT
cblr-3425	357	1	these	these	DET
cblr-3425	357	2	data	datum	NOUN
cblr-3425	357	3	sources	source	NOUN
cblr-3425	357	4	are	be	AUX
cblr-3425	357	5	discussed	discuss	VERB
cblr-3425	357	6	in	in	ADP
cblr-3425	357	7	the	the	DET
cblr-3425	357	8	sections	section	NOUN
cblr-3425	357	9	below	below	ADV
cblr-3425	357	10	.	.	PUNCT
cblr-3425	358	1	1	1	X
cblr-3425	358	2	.	.	X
cblr-3425	358	3	contract	contract	NOUN
cblr-3425	358	4	management	management	NOUN
cblr-3425	358	5	contract	contract	NOUN
cblr-3425	358	6	management	management	NOUN
cblr-3425	358	7	refers	refer	VERB
cblr-3425	358	8	to	to	ADP
cblr-3425	358	9	a	a	DET
cblr-3425	358	10	broad	broad	ADJ
cblr-3425	358	11	category	category	NOUN
cblr-3425	358	12	of	of	ADP
cblr-3425	358	13	workflow	workflow	NOUN
cblr-3425	358	14	processes	process	NOUN
cblr-3425	358	15	and	and	CCONJ
cblr-3425	358	16	technology	technology	NOUN
cblr-3425	358	17	systems	system	NOUN
cblr-3425	358	18	that	that	PRON
cblr-3425	358	19	allow	allow	VERB
cblr-3425	358	20	companies	company	NOUN
cblr-3425	358	21	to	to	PART
cblr-3425	358	22	track	track	VERB
cblr-3425	358	23	and	and	CCONJ
cblr-3425	358	24	manage	manage	VERB
cblr-3425	358	25	their	their	PRON
cblr-3425	358	26	contracts	contract	NOUN
cblr-3425	358	27	from	from	ADP
cblr-3425	358	28	beginning	begin	VERB
cblr-3425	358	29	to	to	PART
cblr-3425	358	30	end.85	end.85	VERB
cblr-3425	358	31	while	while	SCONJ
cblr-3425	358	32	many	many	ADJ
cblr-3425	358	33	companies	company	NOUN
cblr-3425	358	34	still	still	ADV
cblr-3425	358	35	manage	manage	VERB
cblr-3425	358	36	their	their	PRON
cblr-3425	358	37	contracts	contract	NOUN
cblr-3425	358	38	through	through	ADP
cblr-3425	358	39	a	a	DET
cblr-3425	358	40	combination	combination	NOUN
cblr-3425	358	41	of	of	ADP
cblr-3425	358	42	email	email	NOUN
cblr-3425	358	43	and	and	CCONJ
cblr-3425	358	44	excel	excel	NOUN
cblr-3425	358	45	spreadsheets	spreadsheet	NOUN
cblr-3425	358	46	,	,	PUNCT
cblr-3425	358	47	a	a	DET
cblr-3425	358	48	growing	grow	VERB
cblr-3425	358	49	percentage	percentage	NOUN
cblr-3425	358	50	of	of	ADP
cblr-3425	358	51	companies	company	NOUN
cblr-3425	358	52	are	be	AUX
cblr-3425	358	53	turning	turn	VERB
cblr-3425	358	54	to	to	ADP
cblr-3425	358	55	dedicated	dedicated	ADJ
cblr-3425	358	56	contract	contract	NOUN
cblr-3425	358	57	management	management	NOUN
cblr-3425	358	58	systems.86	systems.86	PROPN
cblr-3425	358	59	contract	contract	NOUN
cblr-3425	358	60	management	management	NOUN
cblr-3425	358	61	systems	system	NOUN
cblr-3425	358	62	include	include	VERB
cblr-3425	358	63	both	both	DET
cblr-3425	358	64	systems	system	NOUN
cblr-3425	358	65	developed	develop	VERB
cblr-3425	358	66	inhouse	inhouse	NOUN
cblr-3425	358	67	for	for	ADP
cblr-3425	358	68	use	use	NOUN
cblr-3425	358	69	by	by	ADP
cblr-3425	358	70	a	a	DET
cblr-3425	358	71	single	single	ADJ
cblr-3425	358	72	company,87	company,87	NOUN
cblr-3425	358	73	as	as	ADV
cblr-3425	358	74	well	well	ADV
cblr-3425	358	75	as	as	ADP
cblr-3425	358	76	third	third	ADJ
cblr-3425	358	77	-	-	PUNCT
cblr-3425	358	78	party	party	NOUN
cblr-3425	358	79	contract	contract	NOUN
cblr-3425	358	80	management	management	NOUN
cblr-3425	358	81	providers	provider	NOUN
cblr-3425	358	82	that	that	PRON
cblr-3425	358	83	sell	sell	VERB
cblr-3425	358	84	contract	contract	NOUN
cblr-3425	358	85	management	management	NOUN
cblr-3425	358	86	software	software	NOUN
cblr-3425	358	87	to	to	ADP
cblr-3425	358	88	a	a	DET
cblr-3425	358	89	wide	wide	ADJ
cblr-3425	358	90	range	range	NOUN
cblr-3425	358	91	of	of	ADP
cblr-3425	358	92	customers.88	customers.88	NOUN
cblr-3425	358	93	while	while	SCONJ
cblr-3425	358	94	many	many	ADJ
cblr-3425	358	95	companies	company	NOUN
cblr-3425	358	96	still	still	ADV
cblr-3425	358	97	use	use	VERB
cblr-3425	358	98	contract	contract	NOUN
cblr-3425	358	99	management	management	NOUN
cblr-3425	358	100	systems	system	NOUN
cblr-3425	358	101	primarily	primarily	ADV
cblr-3425	358	102	as	as	ADP
cblr-3425	358	103	repositories	repository	NOUN
cblr-3425	358	104	for	for	ADP
cblr-3425	358	105	contract	contract	NOUN
cblr-3425	358	106	documents	document	NOUN
cblr-3425	358	107	,	,	PUNCT
cblr-3425	358	108	a	a	DET
cblr-3425	358	109	growing	grow	VERB
cblr-3425	358	110	85	85	NUM
cblr-3425	358	111	see	see	NOUN
cblr-3425	358	112	saxena	saxena	PROPN
cblr-3425	358	113	,	,	PUNCT
cblr-3425	358	114	supra	supra	PROPN
cblr-3425	358	115	note	note	PROPN
cblr-3425	358	116	19	19	NUM
cblr-3425	358	117	,	,	PUNCT
cblr-3425	358	118	at	at	ADP
cblr-3425	358	119	12	12	NUM
cblr-3425	358	120	(	(	PUNCT
cblr-3425	358	121	“	"	PUNCT
cblr-3425	358	122	enterprise	enterprise	NOUN
cblr-3425	358	123	contract	contract	NOUN
cblr-3425	358	124	management	management	NOUN
cblr-3425	358	125	(	(	PUNCT
cblr-3425	358	126	ecm	ecm	PROPN
cblr-3425	358	127	)	)	PUNCT
cblr-3425	358	128	encompasses	encompass	VERB
cblr-3425	358	129	a	a	DET
cblr-3425	358	130	wide	wide	ADJ
cblr-3425	358	131	spectrum	spectrum	NOUN
cblr-3425	358	132	of	of	ADP
cblr-3425	358	133	applications	application	NOUN
cblr-3425	358	134	,	,	PUNCT
cblr-3425	358	135	protocols	protocol	NOUN
cblr-3425	358	136	,	,	PUNCT
cblr-3425	358	137	and	and	CCONJ
cblr-3425	358	138	systems	system	NOUN
cblr-3425	358	139	for	for	ADP
cblr-3425	358	140	managing	manage	VERB
cblr-3425	358	141	an	an	DET
cblr-3425	358	142	enterprise	enterprise	NOUN
cblr-3425	358	143	’s	’s	PART
cblr-3425	358	144	contracts	contract	NOUN
cblr-3425	358	145	from	from	ADP
cblr-3425	358	146	a	a	PRON
cblr-3425	358	147	to	to	ADP
cblr-3425	358	148	z.	z.	PROPN
cblr-3425	358	149	”	"	PUNCT
cblr-3425	358	150	)	)	PUNCT
cblr-3425	358	151	.	.	PUNCT
cblr-3425	359	1	86	86	NUM
cblr-3425	359	2	in	in	ADP
cblr-3425	359	3	a	a	DET
cblr-3425	359	4	2017	2017	NUM
cblr-3425	359	5	survey	survey	NOUN
cblr-3425	359	6	by	by	ADP
cblr-3425	359	7	springcm	springcm	NOUN
cblr-3425	359	8	,	,	PUNCT
cblr-3425	359	9	thirty	thirty	NUM
cblr-3425	359	10	-	-	PUNCT
cblr-3425	359	11	two	two	NUM
cblr-3425	359	12	percent	percent	NOUN
cblr-3425	359	13	of	of	ADP
cblr-3425	359	14	respondents	respondent	NOUN
cblr-3425	359	15	reported	report	VERB
cblr-3425	359	16	that	that	SCONJ
cblr-3425	359	17	they	they	PRON
cblr-3425	359	18	manage	manage	VERB
cblr-3425	359	19	their	their	PRON
cblr-3425	359	20	contracts	contract	NOUN
cblr-3425	359	21	with	with	ADP
cblr-3425	359	22	a	a	DET
cblr-3425	359	23	contract	contract	NOUN
cblr-3425	359	24	management	management	NOUN
cblr-3425	359	25	tool	tool	NOUN
cblr-3425	359	26	.	.	PUNCT
cblr-3425	360	1	see	see	VERB
cblr-3425	360	2	matt	matt	PROPN
cblr-3425	360	3	stern	stern	PROPN
cblr-3425	360	4	,	,	PUNCT
cblr-3425	360	5	springcm	springcm	NOUN
cblr-3425	360	6	,	,	PUNCT
cblr-3425	360	7	2017	2017	NUM
cblr-3425	360	8	state	state	NOUN
cblr-3425	360	9	of	of	ADP
cblr-3425	360	10	contract	contract	NOUN
cblr-3425	360	11	management	management	NOUN
cblr-3425	360	12	report	report	NOUN
cblr-3425	360	13	9	9	NUM
cblr-3425	360	14	(	(	PUNCT
cblr-3425	360	15	2017	2017	NUM
cblr-3425	360	16	)	)	PUNCT
cblr-3425	360	17	(	(	PUNCT
cblr-3425	360	18	on	on	ADP
cblr-3425	360	19	file	file	NOUN
cblr-3425	360	20	with	with	ADP
cblr-3425	360	21	the	the	DET
cblr-3425	360	22	columbia	columbia	PROPN
cblr-3425	360	23	business	business	PROPN
cblr-3425	360	24	law	law	PROPN
cblr-3425	360	25	review	review	PROPN
cblr-3425	360	26	)	)	PUNCT
cblr-3425	360	27	.	.	PUNCT
cblr-3425	361	1	87	87	NUM
cblr-3425	361	2	interview	interview	NOUN
cblr-3425	361	3	with	with	ADP
cblr-3425	361	4	oracle	oracle	PROPN
cblr-3425	361	5	representative	representative	NOUN
cblr-3425	361	6	,	,	PUNCT
cblr-3425	361	7	in	in	ADP
cblr-3425	361	8	s.f	s.f	PROPN
cblr-3425	361	9	.	.	PROPN
cblr-3425	361	10	,	,	PUNCT
cblr-3425	361	11	cal	cal	PROPN
cblr-3425	361	12	.	.	PUNCT
cblr-3425	362	1	(	(	PUNCT
cblr-3425	362	2	apr	apr	PROPN
cblr-3425	362	3	.	.	PROPN
cblr-3425	362	4	10	10	NUM
cblr-3425	362	5	,	,	PUNCT
cblr-3425	362	6	2018	2018	NUM
cblr-3425	362	7	)	)	PUNCT
cblr-3425	362	8	;	;	PUNCT
cblr-3425	362	9	telephone	telephone	NOUN
cblr-3425	362	10	interview	interview	NOUN
cblr-3425	362	11	with	with	ADP
cblr-3425	362	12	airbnb	airbnb	PROPN
cblr-3425	362	13	representatives	representative	NOUN
cblr-3425	362	14	(	(	PUNCT
cblr-3425	362	15	apr	apr	PROPN
cblr-3425	362	16	.	.	PROPN
cblr-3425	362	17	26	26	NUM
cblr-3425	362	18	,	,	PUNCT
cblr-3425	362	19	2018	2018	NUM
cblr-3425	362	20	)	)	PUNCT
cblr-3425	362	21	;	;	PUNCT
cblr-3425	362	22	telephone	telephone	NOUN
cblr-3425	362	23	interview	interview	NOUN
cblr-3425	362	24	with	with	ADP
cblr-3425	362	25	microsoft	microsoft	PROPN
cblr-3425	362	26	representatives	representatives	PROPN
cblr-3425	362	27	(	(	PUNCT
cblr-3425	362	28	apr	apr	PROPN
cblr-3425	362	29	.	.	PROPN
cblr-3425	362	30	12	12	NUM
cblr-3425	362	31	,	,	PUNCT
cblr-3425	362	32	2018	2018	NUM
cblr-3425	362	33	)	)	PUNCT
cblr-3425	362	34	;	;	PUNCT
cblr-3425	362	35	telephone	telephone	NOUN
cblr-3425	362	36	interview	interview	NOUN
cblr-3425	362	37	with	with	ADP
cblr-3425	362	38	public	public	ADJ
cblr-3425	362	39	technology	technology	NOUN
cblr-3425	362	40	company	company	NOUN
cblr-3425	362	41	representative	representative	NOUN
cblr-3425	362	42	(	(	PUNCT
cblr-3425	362	43	apr	apr	PROPN
cblr-3425	362	44	.	.	PROPN
cblr-3425	362	45	30	30	NUM
cblr-3425	362	46	,	,	PUNCT
cblr-3425	362	47	2018	2018	NUM
cblr-3425	362	48	)	)	PUNCT
cblr-3425	362	49	.	.	PUNCT
cblr-3425	363	1	88	88	NUM
cblr-3425	363	2	for	for	ADP
cblr-3425	363	3	a	a	DET
cblr-3425	363	4	list	list	NOUN
cblr-3425	363	5	of	of	ADP
cblr-3425	363	6	some	some	PRON
cblr-3425	363	7	of	of	ADP
cblr-3425	363	8	the	the	DET
cblr-3425	363	9	primary	primary	ADJ
cblr-3425	363	10	contract	contract	NOUN
cblr-3425	363	11	management	management	NOUN
cblr-3425	363	12	providers	provider	NOUN
cblr-3425	363	13	,	,	PUNCT
cblr-3425	363	14	see	see	VERB
cblr-3425	363	15	contract	contract	NOUN
cblr-3425	363	16	management	management	NOUN
cblr-3425	363	17	software	software	NOUN
cblr-3425	363	18	,	,	PUNCT
cblr-3425	363	19	capterra	capterra	PROPN
cblr-3425	363	20	,	,	PUNCT
cblr-3425	363	21	https://www.capterra.com/	https://www.capterra.com/	ADJ
cblr-3425	363	22	contract	contract	NOUN
cblr-3425	363	23	-	-	PUNCT
cblr-3425	363	24	management	management	NOUN
cblr-3425	363	25	-	-	PUNCT
cblr-3425	363	26	software	software	NOUN
cblr-3425	363	27	[	[	X
cblr-3425	363	28	https://perma.cc/9e2z-g2fa	https://perma.cc/9e2z-g2fa	X
cblr-3425	363	29	]	]	PUNCT
cblr-3425	363	30	.	.	PUNCT
cblr-3425	364	1	no	no	INTJ
cblr-3425	364	2	.	.	NOUN
cblr-3425	364	3	2:621	2:621	NUM
cblr-3425	364	4	]	]	X
cblr-3425	364	5	predictive	predictive	ADJ
cblr-3425	364	6	contracting	contract	VERB
cblr-3425	364	7	649	649	NUM
cblr-3425	364	8	number	number	NOUN
cblr-3425	364	9	of	of	ADP
cblr-3425	364	10	companies	company	NOUN
cblr-3425	364	11	are	be	AUX
cblr-3425	364	12	starting	start	VERB
cblr-3425	364	13	to	to	PART
cblr-3425	364	14	use	use	VERB
cblr-3425	364	15	these	these	DET
cblr-3425	364	16	systems	system	NOUN
cblr-3425	364	17	as	as	ADP
cblr-3425	364	18	data	datum	NOUN
cblr-3425	364	19	sources	source	NOUN
cblr-3425	364	20	for	for	ADP
cblr-3425	364	21	a	a	DET
cblr-3425	364	22	variety	variety	NOUN
cblr-3425	364	23	of	of	ADP
cblr-3425	364	24	applications.89	applications.89	PROPN
cblr-3425	364	25	contract	contract	NOUN
cblr-3425	364	26	management	management	NOUN
cblr-3425	364	27	systems	system	NOUN
cblr-3425	364	28	increase	increase	VERB
cblr-3425	364	29	the	the	DET
cblr-3425	364	30	availability	availability	NOUN
cblr-3425	364	31	of	of	ADP
cblr-3425	364	32	data	datum	NOUN
cblr-3425	364	33	on	on	ADP
cblr-3425	364	34	contract	contract	NOUN
cblr-3425	364	35	terms	term	NOUN
cblr-3425	364	36	.	.	PUNCT
cblr-3425	365	1	companies	company	NOUN
cblr-3425	365	2	use	use	VERB
cblr-3425	365	3	contract	contract	NOUN
cblr-3425	365	4	management	management	NOUN
cblr-3425	365	5	systems	system	NOUN
cblr-3425	365	6	to	to	PART
cblr-3425	365	7	track	track	VERB
cblr-3425	365	8	data	datum	NOUN
cblr-3425	365	9	on	on	ADP
cblr-3425	365	10	key	key	ADJ
cblr-3425	365	11	terms	term	NOUN
cblr-3425	365	12	as	as	ADV
cblr-3425	365	13	well	well	ADV
cblr-3425	365	14	as	as	ADP
cblr-3425	365	15	conditions	condition	NOUN
cblr-3425	365	16	such	such	ADJ
cblr-3425	365	17	as	as	ADP
cblr-3425	365	18	party	party	NOUN
cblr-3425	365	19	identities	identity	NOUN
cblr-3425	365	20	,	,	PUNCT
cblr-3425	365	21	locations	location	NOUN
cblr-3425	365	22	,	,	PUNCT
cblr-3425	365	23	and	and	CCONJ
cblr-3425	365	24	dates.90	dates.90	PROPN
cblr-3425	365	25	companies	company	NOUN
cblr-3425	365	26	will	will	AUX
cblr-3425	365	27	often	often	ADV
cblr-3425	365	28	begin	begin	VERB
cblr-3425	365	29	the	the	DET
cblr-3425	365	30	contracting	contracting	NOUN
cblr-3425	365	31	process	process	NOUN
cblr-3425	365	32	with	with	ADP
cblr-3425	365	33	an	an	DET
cblr-3425	365	34	internal	internal	ADJ
cblr-3425	365	35	template.91	template.91	NOUN
cblr-3425	365	36	contract	contract	NOUN
cblr-3425	365	37	drafters	drafter	NOUN
cblr-3425	365	38	will	will	AUX
cblr-3425	365	39	negotiate	negotiate	VERB
cblr-3425	365	40	the	the	DET
cblr-3425	365	41	templatebased	templatebase	VERB
cblr-3425	365	42	contract	contract	NOUN
cblr-3425	365	43	with	with	ADP
cblr-3425	365	44	the	the	DET
cblr-3425	365	45	counterparty	counterparty	NOUN
cblr-3425	365	46	based	base	VERB
cblr-3425	365	47	on	on	ADP
cblr-3425	365	48	a	a	DET
cblr-3425	365	49	set	set	NOUN
cblr-3425	365	50	of	of	ADP
cblr-3425	365	51	preapproved	preapproved	ADJ
cblr-3425	365	52	negotiating	negotiating	NOUN
cblr-3425	365	53	ranges	range	NOUN
cblr-3425	365	54	for	for	ADP
cblr-3425	365	55	various	various	ADJ
cblr-3425	365	56	terms.92	terms.92	NOUN
cblr-3425	365	57	any	any	DET
cblr-3425	365	58	modifications	modification	NOUN
cblr-3425	365	59	that	that	PRON
cblr-3425	365	60	fall	fall	VERB
cblr-3425	365	61	outside	outside	ADP
cblr-3425	365	62	these	these	DET
cblr-3425	365	63	pre	pre	ADJ
cblr-3425	365	64	-	-	ADJ
cblr-3425	365	65	approved	approved	ADJ
cblr-3425	365	66	ranges	range	NOUN
cblr-3425	365	67	must	must	AUX
cblr-3425	365	68	typically	typically	ADV
cblr-3425	365	69	go	go	VERB
cblr-3425	365	70	through	through	ADP
cblr-3425	365	71	an	an	DET
cblr-3425	365	72	internal	internal	ADJ
cblr-3425	365	73	approval	approval	NOUN
cblr-3425	365	74	process.93	process.93	NOUN
cblr-3425	365	75	once	once	SCONJ
cblr-3425	365	76	the	the	DET
cblr-3425	365	77	contract	contract	NOUN
cblr-3425	365	78	has	have	AUX
cblr-3425	365	79	been	be	AUX
cblr-3425	365	80	finalized	finalize	VERB
cblr-3425	365	81	,	,	PUNCT
cblr-3425	365	82	contract	contract	NOUN
cblr-3425	365	83	drafters	drafter	NOUN
cblr-3425	365	84	can	can	AUX
cblr-3425	365	85	track	track	VERB
cblr-3425	365	86	any	any	DET
cblr-3425	365	87	deviations	deviation	NOUN
cblr-3425	365	88	from	from	ADP
cblr-3425	365	89	the	the	DET
cblr-3425	365	90	template	template	NOUN
cblr-3425	365	91	terms	term	NOUN
cblr-3425	365	92	in	in	ADP
cblr-3425	365	93	the	the	DET
cblr-3425	365	94	contract	contract	NOUN
cblr-3425	365	95	89	89	NUM
cblr-3425	365	96	see	see	VERB
cblr-3425	365	97	andrew	andrew	PROPN
cblr-3425	365	98	bartels	bartels	PROPN
cblr-3425	365	99	&	&	CCONJ
cblr-3425	365	100	charlotte	charlotte	PROPN
cblr-3425	365	101	wang	wang	PROPN
cblr-3425	365	102	,	,	PUNCT
cblr-3425	365	103	the	the	DET
cblr-3425	365	104	forrester	forrester	PROPN
cblr-3425	365	105	wavetm	wavetm	PROPN
cblr-3425	365	106	:	:	PUNCT
cblr-3425	365	107	contract	contract	NOUN
cblr-3425	365	108	life	life	NOUN
cblr-3425	365	109	-	-	PUNCT
cblr-3425	365	110	cycle	cycle	NOUN
cblr-3425	365	111	management	management	NOUN
cblr-3425	365	112	,	,	PUNCT
cblr-3425	365	113	q3	q3	PROPN
cblr-3425	365	114	2016	2016	NUM
cblr-3425	365	115	,	,	PUNCT
cblr-3425	365	116	forrester	forrester	PROPN
cblr-3425	365	117	,	,	PUNCT
cblr-3425	365	118	july	july	PROPN
cblr-3425	365	119	25	25	NUM
cblr-3425	365	120	,	,	PUNCT
cblr-3425	365	121	2016	2016	NUM
cblr-3425	365	122	,	,	PUNCT
cblr-3425	365	123	at	at	ADP
cblr-3425	365	124	2	2	NUM
cblr-3425	365	125	–	–	PUNCT
cblr-3425	365	126	3	3	NUM
cblr-3425	365	127	(	(	PUNCT
cblr-3425	365	128	on	on	ADP
cblr-3425	365	129	file	file	NOUN
cblr-3425	365	130	with	with	ADP
cblr-3425	365	131	the	the	DET
cblr-3425	365	132	columbia	columbia	PROPN
cblr-3425	365	133	business	business	PROPN
cblr-3425	365	134	law	law	PROPN
cblr-3425	365	135	review	review	PROPN
cblr-3425	365	136	)	)	PUNCT
cblr-3425	365	137	.	.	PUNCT
cblr-3425	366	1	90	90	NUM
cblr-3425	366	2	interview	interview	NOUN
cblr-3425	366	3	with	with	ADP
cblr-3425	366	4	oracle	oracle	PROPN
cblr-3425	366	5	representative	representative	NOUN
cblr-3425	366	6	,	,	PUNCT
cblr-3425	366	7	supra	supra	PROPN
cblr-3425	366	8	note	note	PROPN
cblr-3425	366	9	87	87	NUM
cblr-3425	366	10	;	;	PUNCT
cblr-3425	366	11	telephone	telephone	NOUN
cblr-3425	366	12	interview	interview	NOUN
cblr-3425	366	13	with	with	ADP
cblr-3425	366	14	airbnb	airbnb	PROPN
cblr-3425	366	15	representative	representative	NOUN
cblr-3425	366	16	,	,	PUNCT
cblr-3425	366	17	supra	supra	PROPN
cblr-3425	366	18	note	note	PROPN
cblr-3425	366	19	87	87	NUM
cblr-3425	366	20	;	;	PUNCT
cblr-3425	366	21	telephone	telephone	NOUN
cblr-3425	366	22	interview	interview	NOUN
cblr-3425	366	23	with	with	ADP
cblr-3425	366	24	dell	dell	PROPN
cblr-3425	366	25	representative	representative	NOUN
cblr-3425	366	26	(	(	PUNCT
cblr-3425	366	27	apr	apr	PROPN
cblr-3425	366	28	.	.	PROPN
cblr-3425	366	29	11	11	NUM
cblr-3425	366	30	,	,	PUNCT
cblr-3425	366	31	2018	2018	NUM
cblr-3425	366	32	)	)	PUNCT
cblr-3425	366	33	;	;	PUNCT
cblr-3425	366	34	telephone	telephone	NOUN
cblr-3425	366	35	interview	interview	NOUN
cblr-3425	366	36	with	with	ADP
cblr-3425	366	37	microsoft	microsoft	PROPN
cblr-3425	366	38	representatives	representatives	PROPN
cblr-3425	366	39	,	,	PUNCT
cblr-3425	366	40	supra	supra	PROPN
cblr-3425	366	41	note	note	VERB
cblr-3425	366	42	87	87	NUM
cblr-3425	366	43	;	;	PUNCT
cblr-3425	366	44	telephone	telephone	NOUN
cblr-3425	366	45	interview	interview	NOUN
cblr-3425	366	46	with	with	ADP
cblr-3425	366	47	private	private	ADJ
cblr-3425	366	48	technology	technology	NOUN
cblr-3425	366	49	company	company	NOUN
cblr-3425	366	50	representative	representative	NOUN
cblr-3425	366	51	(	(	PUNCT
cblr-3425	366	52	apr	apr	PROPN
cblr-3425	366	53	.	.	PROPN
cblr-3425	366	54	13	13	NUM
cblr-3425	366	55	,	,	PUNCT
cblr-3425	366	56	2018	2018	NUM
cblr-3425	366	57	)	)	PUNCT
cblr-3425	366	58	;	;	PUNCT
cblr-3425	366	59	telephone	telephone	NOUN
cblr-3425	366	60	interview	interview	NOUN
cblr-3425	366	61	with	with	ADP
cblr-3425	366	62	public	public	ADJ
cblr-3425	366	63	technology	technology	NOUN
cblr-3425	366	64	company	company	NOUN
cblr-3425	366	65	representative	representative	NOUN
cblr-3425	366	66	,	,	PUNCT
cblr-3425	366	67	supra	supra	PROPN
cblr-3425	366	68	note	note	NOUN
cblr-3425	366	69	87	87	NUM
cblr-3425	366	70	.	.	PUNCT
cblr-3425	367	1	91	91	NUM
cblr-3425	367	2	interview	interview	NOUN
cblr-3425	367	3	with	with	ADP
cblr-3425	367	4	oracle	oracle	PROPN
cblr-3425	367	5	representative	representative	NOUN
cblr-3425	367	6	,	,	PUNCT
cblr-3425	367	7	supra	supra	PROPN
cblr-3425	367	8	note	note	PROPN
cblr-3425	367	9	87	87	NUM
cblr-3425	367	10	;	;	PUNCT
cblr-3425	367	11	telephone	telephone	NOUN
cblr-3425	367	12	interview	interview	NOUN
cblr-3425	367	13	with	with	ADP
cblr-3425	367	14	airbnb	airbnb	PROPN
cblr-3425	367	15	representative	representative	NOUN
cblr-3425	367	16	,	,	PUNCT
cblr-3425	367	17	supra	supra	PROPN
cblr-3425	367	18	note	note	PROPN
cblr-3425	367	19	87	87	NUM
cblr-3425	367	20	;	;	PUNCT
cblr-3425	367	21	telephone	telephone	NOUN
cblr-3425	367	22	interview	interview	NOUN
cblr-3425	367	23	with	with	ADP
cblr-3425	367	24	dell	dell	PROPN
cblr-3425	367	25	representative	representative	NOUN
cblr-3425	367	26	,	,	PUNCT
cblr-3425	367	27	supra	supra	PROPN
cblr-3425	367	28	note	note	PROPN
cblr-3425	367	29	90	90	NUM
cblr-3425	367	30	;	;	PUNCT
cblr-3425	367	31	telephone	telephone	NOUN
cblr-3425	367	32	interview	interview	NOUN
cblr-3425	367	33	with	with	ADP
cblr-3425	367	34	microsoft	microsoft	PROPN
cblr-3425	367	35	representatives	representatives	PROPN
cblr-3425	367	36	,	,	PUNCT
cblr-3425	367	37	supra	supra	PROPN
cblr-3425	367	38	note	note	VERB
cblr-3425	367	39	87	87	NUM
cblr-3425	367	40	;	;	PUNCT
cblr-3425	367	41	telephone	telephone	NOUN
cblr-3425	367	42	interview	interview	NOUN
cblr-3425	367	43	with	with	ADP
cblr-3425	367	44	private	private	ADJ
cblr-3425	367	45	technology	technology	NOUN
cblr-3425	367	46	company	company	NOUN
cblr-3425	367	47	representative	representative	NOUN
cblr-3425	367	48	,	,	PUNCT
cblr-3425	367	49	supra	supra	PROPN
cblr-3425	367	50	note	note	PROPN
cblr-3425	367	51	90	90	NUM
cblr-3425	367	52	;	;	PUNCT
cblr-3425	367	53	telephone	telephone	NOUN
cblr-3425	367	54	interview	interview	NOUN
cblr-3425	367	55	with	with	ADP
cblr-3425	367	56	public	public	ADJ
cblr-3425	367	57	technology	technology	NOUN
cblr-3425	367	58	company	company	NOUN
cblr-3425	367	59	representative	representative	NOUN
cblr-3425	367	60	,	,	PUNCT
cblr-3425	367	61	supra	supra	PROPN
cblr-3425	367	62	note	note	VERB
cblr-3425	367	63	87	87	NUM
cblr-3425	367	64	.	.	PUNCT
cblr-3425	368	1	92	92	NUM
cblr-3425	368	2	interview	interview	NOUN
cblr-3425	368	3	with	with	ADP
cblr-3425	368	4	oracle	oracle	PROPN
cblr-3425	368	5	representative	representative	NOUN
cblr-3425	368	6	,	,	PUNCT
cblr-3425	368	7	supra	supra	PROPN
cblr-3425	368	8	note	note	PROPN
cblr-3425	368	9	87	87	NUM
cblr-3425	368	10	;	;	PUNCT
cblr-3425	368	11	telephone	telephone	NOUN
cblr-3425	368	12	interview	interview	NOUN
cblr-3425	368	13	with	with	ADP
cblr-3425	368	14	airbnb	airbnb	PROPN
cblr-3425	368	15	representative	representative	NOUN
cblr-3425	368	16	,	,	PUNCT
cblr-3425	368	17	supra	supra	PROPN
cblr-3425	368	18	note	note	PROPN
cblr-3425	368	19	87	87	NUM
cblr-3425	368	20	;	;	PUNCT
cblr-3425	368	21	telephone	telephone	NOUN
cblr-3425	368	22	interview	interview	NOUN
cblr-3425	368	23	with	with	ADP
cblr-3425	368	24	dell	dell	PROPN
cblr-3425	368	25	representative	representative	NOUN
cblr-3425	368	26	,	,	PUNCT
cblr-3425	368	27	supra	supra	PROPN
cblr-3425	368	28	note	note	PROPN
cblr-3425	368	29	90	90	NUM
cblr-3425	368	30	;	;	PUNCT
cblr-3425	368	31	telephone	telephone	NOUN
cblr-3425	368	32	interview	interview	NOUN
cblr-3425	368	33	with	with	ADP
cblr-3425	368	34	microsoft	microsoft	PROPN
cblr-3425	368	35	representatives	representatives	PROPN
cblr-3425	368	36	,	,	PUNCT
cblr-3425	368	37	supra	supra	PROPN
cblr-3425	368	38	note	note	VERB
cblr-3425	368	39	87	87	NUM
cblr-3425	368	40	;	;	PUNCT
cblr-3425	368	41	telephone	telephone	NOUN
cblr-3425	368	42	interview	interview	NOUN
cblr-3425	368	43	with	with	ADP
cblr-3425	368	44	private	private	ADJ
cblr-3425	368	45	technology	technology	NOUN
cblr-3425	368	46	company	company	NOUN
cblr-3425	368	47	representative	representative	NOUN
cblr-3425	368	48	,	,	PUNCT
cblr-3425	368	49	supra	supra	PROPN
cblr-3425	368	50	note	note	PROPN
cblr-3425	368	51	90	90	NUM
cblr-3425	368	52	;	;	PUNCT
cblr-3425	368	53	telephone	telephone	NOUN
cblr-3425	368	54	interview	interview	NOUN
cblr-3425	368	55	with	with	ADP
cblr-3425	368	56	public	public	ADJ
cblr-3425	368	57	technology	technology	NOUN
cblr-3425	368	58	company	company	NOUN
cblr-3425	368	59	representative	representative	NOUN
cblr-3425	368	60	,	,	PUNCT
cblr-3425	368	61	supra	supra	PROPN
cblr-3425	368	62	note	note	NOUN
cblr-3425	368	63	87	87	NUM
cblr-3425	368	64	.	.	PUNCT
cblr-3425	369	1	93	93	NUM
cblr-3425	369	2	interview	interview	NOUN
cblr-3425	369	3	with	with	ADP
cblr-3425	369	4	oracle	oracle	PROPN
cblr-3425	369	5	representative	representative	NOUN
cblr-3425	369	6	,	,	PUNCT
cblr-3425	369	7	supra	supra	PROPN
cblr-3425	369	8	note	note	PROPN
cblr-3425	369	9	87	87	NUM
cblr-3425	369	10	;	;	PUNCT
cblr-3425	369	11	telephone	telephone	NOUN
cblr-3425	369	12	interview	interview	NOUN
cblr-3425	369	13	with	with	ADP
cblr-3425	369	14	airbnb	airbnb	PROPN
cblr-3425	369	15	representative	representative	NOUN
cblr-3425	369	16	,	,	PUNCT
cblr-3425	369	17	supra	supra	PROPN
cblr-3425	369	18	note	note	PROPN
cblr-3425	369	19	87	87	NUM
cblr-3425	369	20	;	;	PUNCT
cblr-3425	369	21	telephone	telephone	NOUN
cblr-3425	369	22	interview	interview	NOUN
cblr-3425	369	23	with	with	ADP
cblr-3425	369	24	dell	dell	PROPN
cblr-3425	369	25	representative	representative	NOUN
cblr-3425	369	26	,	,	PUNCT
cblr-3425	369	27	supra	supra	PROPN
cblr-3425	369	28	note	note	PROPN
cblr-3425	369	29	90	90	NUM
cblr-3425	369	30	;	;	PUNCT
cblr-3425	369	31	telephone	telephone	NOUN
cblr-3425	369	32	interview	interview	NOUN
cblr-3425	369	33	with	with	ADP
cblr-3425	369	34	microsoft	microsoft	PROPN
cblr-3425	369	35	representatives	representatives	PROPN
cblr-3425	369	36	,	,	PUNCT
cblr-3425	369	37	supra	supra	PROPN
cblr-3425	369	38	note	note	VERB
cblr-3425	369	39	87	87	NUM
cblr-3425	369	40	;	;	PUNCT
cblr-3425	369	41	telephone	telephone	NOUN
cblr-3425	369	42	interview	interview	NOUN
cblr-3425	369	43	with	with	ADP
cblr-3425	369	44	public	public	ADJ
cblr-3425	369	45	technology	technology	NOUN
cblr-3425	369	46	company	company	NOUN
cblr-3425	369	47	representative	representative	NOUN
cblr-3425	369	48	,	,	PUNCT
cblr-3425	369	49	supra	supra	PROPN
cblr-3425	369	50	note	note	NOUN
cblr-3425	369	51	87	87	NUM
cblr-3425	369	52	.	.	PUNCT
cblr-3425	370	1	650	650	NUM
cblr-3425	370	2	columbia	columbia	PROPN
cblr-3425	370	3	business	business	NOUN
cblr-3425	370	4	law	law	PROPN
cblr-3425	370	5	review	review	NOUN
cblr-3425	370	6	[	[	X
cblr-3425	370	7	vol	vol	NOUN
cblr-3425	370	8	.	.	NOUN
cblr-3425	370	9	2019	2019	NUM
cblr-3425	370	10	management	management	NOUN
cblr-3425	370	11	system.94	system.94	NOUN
cblr-3425	370	12	in	in	ADP
cblr-3425	370	13	some	some	DET
cblr-3425	370	14	cases	case	NOUN
cblr-3425	370	15	,	,	PUNCT
cblr-3425	370	16	these	these	DET
cblr-3425	370	17	systems	system	NOUN
cblr-3425	370	18	can	can	AUX
cblr-3425	370	19	be	be	AUX
cblr-3425	370	20	used	use	VERB
cblr-3425	370	21	to	to	PART
cblr-3425	370	22	collect	collect	VERB
cblr-3425	370	23	data	datum	NOUN
cblr-3425	370	24	on	on	ADP
cblr-3425	370	25	hundreds	hundred	NOUN
cblr-3425	370	26	of	of	ADP
cblr-3425	370	27	contract	contract	NOUN
cblr-3425	370	28	terms	term	NOUN
cblr-3425	370	29	.	.	PUNCT
cblr-3425	371	1	for	for	ADP
cblr-3425	371	2	example	example	NOUN
cblr-3425	371	3	,	,	PUNCT
cblr-3425	371	4	dell	dell	PROPN
cblr-3425	371	5	works	work	VERB
cblr-3425	371	6	with	with	ADP
cblr-3425	371	7	axiom	axiom	NOUN
cblr-3425	371	8	,	,	PUNCT
cblr-3425	371	9	an	an	DET
cblr-3425	371	10	alternative	alternative	ADJ
cblr-3425	371	11	legal	legal	ADJ
cblr-3425	371	12	services	service	NOUN
cblr-3425	371	13	company	company	NOUN
cblr-3425	371	14	that	that	PRON
cblr-3425	371	15	provides	provide	VERB
cblr-3425	371	16	contract	contract	NOUN
cblr-3425	371	17	management	management	NOUN
cblr-3425	371	18	solutions	solution	NOUN
cblr-3425	371	19	,	,	PUNCT
cblr-3425	371	20	to	to	PART
cblr-3425	371	21	collect	collect	VERB
cblr-3425	371	22	over	over	ADP
cblr-3425	371	23	three	three	NUM
cblr-3425	371	24	hundred	hundred	NUM
cblr-3425	371	25	data	datum	NOUN
cblr-3425	371	26	points	point	NOUN
cblr-3425	371	27	from	from	ADP
cblr-3425	371	28	each	each	PRON
cblr-3425	371	29	of	of	ADP
cblr-3425	371	30	its	its	PRON
cblr-3425	371	31	contracts.95	contracts.95	NOUN
cblr-3425	371	32	this	this	DET
cblr-3425	371	33	process	process	NOUN
cblr-3425	371	34	of	of	ADP
cblr-3425	371	35	tracking	track	VERB
cblr-3425	371	36	contract	contract	NOUN
cblr-3425	371	37	terms	term	NOUN
cblr-3425	371	38	is	be	AUX
cblr-3425	371	39	even	even	ADV
cblr-3425	371	40	more	more	ADV
cblr-3425	371	41	streamlined	streamlined	ADJ
cblr-3425	371	42	if	if	SCONJ
cblr-3425	371	43	a	a	DET
cblr-3425	371	44	company	company	NOUN
cblr-3425	371	45	uses	use	VERB
cblr-3425	371	46	an	an	DET
cblr-3425	371	47	end	end	VERB
cblr-3425	371	48	-	-	PUNCT
cblr-3425	371	49	to	to	ADP
cblr-3425	371	50	-	-	PUNCT
cblr-3425	371	51	end	end	NOUN
cblr-3425	371	52	contract	contract	NOUN
cblr-3425	371	53	management	management	NOUN
cblr-3425	371	54	system	system	NOUN
cblr-3425	371	55	that	that	PRON
cblr-3425	371	56	also	also	ADV
cblr-3425	371	57	supports	support	VERB
cblr-3425	371	58	drafting	drafting	NOUN
cblr-3425	371	59	and	and	CCONJ
cblr-3425	371	60	negotiation	negotiation	NOUN
cblr-3425	371	61	.	.	PUNCT
cblr-3425	372	1	these	these	DET
cblr-3425	372	2	systems	system	NOUN
cblr-3425	372	3	allow	allow	VERB
cblr-3425	372	4	contract	contract	NOUN
cblr-3425	372	5	drafters	drafter	NOUN
cblr-3425	372	6	to	to	PART
cblr-3425	372	7	draft	draft	VERB
cblr-3425	372	8	and	and	CCONJ
cblr-3425	372	9	negotiate	negotiate	VERB
cblr-3425	372	10	contracts	contract	NOUN
cblr-3425	372	11	entirely	entirely	ADV
cblr-3425	372	12	within	within	ADP
cblr-3425	372	13	the	the	DET
cblr-3425	372	14	system	system	NOUN
cblr-3425	372	15	,	,	PUNCT
cblr-3425	372	16	thereby	thereby	ADV
cblr-3425	372	17	increasing	increase	VERB
cblr-3425	372	18	the	the	DET
cblr-3425	372	19	ability	ability	NOUN
cblr-3425	372	20	to	to	PART
cblr-3425	372	21	collect	collect	VERB
cblr-3425	372	22	data	datum	NOUN
cblr-3425	372	23	on	on	ADP
cblr-3425	372	24	contract	contract	NOUN
cblr-3425	372	25	terms.96	terms.96	PROPN
cblr-3425	372	26	for	for	ADP
cblr-3425	372	27	example	example	NOUN
cblr-3425	372	28	,	,	PUNCT
cblr-3425	372	29	icertis	icertis	NOUN
cblr-3425	372	30	is	be	AUX
cblr-3425	372	31	a	a	DET
cblr-3425	372	32	leading	lead	VERB
cblr-3425	372	33	contract	contract	NOUN
cblr-3425	372	34	management	management	NOUN
cblr-3425	372	35	company	company	NOUN
cblr-3425	372	36	that	that	PRON
cblr-3425	372	37	provides	provide	VERB
cblr-3425	372	38	customers	customer	NOUN
cblr-3425	372	39	with	with	ADP
cblr-3425	372	40	an	an	DET
cblr-3425	372	41	integrated	integrate	VERB
cblr-3425	372	42	,	,	PUNCT
cblr-3425	372	43	end	end	NOUN
cblr-3425	372	44	-	-	PUNCT
cblr-3425	372	45	to	to	ADP
cblr-3425	372	46	-	-	PUNCT
cblr-3425	372	47	end	end	NOUN
cblr-3425	372	48	system	system	NOUN
cblr-3425	372	49	within	within	ADP
cblr-3425	372	50	which	which	PRON
cblr-3425	372	51	they	they	PRON
cblr-3425	372	52	can	can	AUX
cblr-3425	372	53	draft	draft	VERB
cblr-3425	372	54	,	,	PUNCT
cblr-3425	372	55	negotiate	negotiate	NOUN
cblr-3425	372	56	,	,	PUNCT
cblr-3425	372	57	and	and	CCONJ
cblr-3425	372	58	track	track	VERB
cblr-3425	372	59	all	all	PRON
cblr-3425	372	60	of	of	ADP
cblr-3425	372	61	their	their	PRON
cblr-3425	372	62	contracts.97	contracts.97	NOUN
cblr-3425	372	63	in	in	ADP
cblr-3425	372	64	addition	addition	NOUN
cblr-3425	372	65	to	to	ADP
cblr-3425	372	66	collecting	collect	VERB
cblr-3425	372	67	data	datum	NOUN
cblr-3425	372	68	on	on	ADP
cblr-3425	372	69	contract	contract	NOUN
cblr-3425	372	70	terms	term	NOUN
cblr-3425	372	71	,	,	PUNCT
cblr-3425	372	72	contract	contract	NOUN
cblr-3425	372	73	management	management	NOUN
cblr-3425	372	74	systems	system	NOUN
cblr-3425	372	75	can	can	AUX
cblr-3425	372	76	also	also	ADV
cblr-3425	372	77	collect	collect	VERB
cblr-3425	372	78	valuable	valuable	ADJ
cblr-3425	372	79	data	datum	NOUN
cblr-3425	372	80	on	on	ADP
cblr-3425	372	81	contract	contract	NOUN
cblr-3425	372	82	outcomes	outcome	NOUN
cblr-3425	372	83	.	.	PUNCT
cblr-3425	373	1	this	this	PRON
cblr-3425	373	2	includes	include	VERB
cblr-3425	373	3	front	front	ADJ
cblr-3425	373	4	-	-	PUNCT
cblr-3425	373	5	end	end	NOUN
cblr-3425	373	6	outcomes	outcome	NOUN
cblr-3425	373	7	such	such	ADJ
cblr-3425	373	8	as	as	ADP
cblr-3425	373	9	the	the	DET
cblr-3425	373	10	time	time	NOUN
cblr-3425	373	11	required	require	VERB
cblr-3425	373	12	to	to	PART
cblr-3425	373	13	draft	draft	VERB
cblr-3425	373	14	and	and	CCONJ
cblr-3425	373	15	negotiate	negotiate	VERB
cblr-3425	373	16	the	the	DET
cblr-3425	373	17	contract	contract	NOUN
cblr-3425	373	18	,	,	PUNCT
cblr-3425	373	19	overall	overall	ADJ
cblr-3425	373	20	drafting	drafting	NOUN
cblr-3425	373	21	costs	cost	NOUN
cblr-3425	373	22	,	,	PUNCT
cblr-3425	373	23	and	and	CCONJ
cblr-3425	373	24	term	term	NOUN
cblr-3425	373	25	-	-	PUNCT
cblr-3425	373	26	by	by	ADP
cblr-3425	373	27	-	-	PUNCT
cblr-3425	373	28	term	term	NOUN
cblr-3425	373	29	negotiating	negotiate	VERB
cblr-3425	373	30	outcomes.98	outcomes.98	NOUN
cblr-3425	373	31	for	for	ADP
cblr-3425	373	32	example	example	NOUN
cblr-3425	373	33	,	,	PUNCT
cblr-3425	373	34	contract	contract	NOUN
cblr-3425	373	35	room	room	NOUN
cblr-3425	373	36	enables	enable	VERB
cblr-3425	373	37	contract	contract	NOUN
cblr-3425	373	38	drafters	drafter	NOUN
cblr-3425	373	39	to	to	PART
cblr-3425	373	40	collect	collect	VERB
cblr-3425	373	41	front	front	ADJ
cblr-3425	373	42	-	-	PUNCT
cblr-3425	373	43	end	end	NOUN
cblr-3425	373	44	outcomes	outcome	NOUN
cblr-3425	373	45	,	,	PUNCT
cblr-3425	373	46	such	such	ADJ
cblr-3425	373	47	as	as	ADP
cblr-3425	373	48	,	,	PUNCT
cblr-3425	373	49	how	how	SCONJ
cblr-3425	373	50	long	long	ADJ
cblr-3425	373	51	a	a	DET
cblr-3425	373	52	contract	contract	NOUN
cblr-3425	373	53	takes	take	VERB
cblr-3425	373	54	to	to	ADP
cblr-3425	373	55	94	94	NUM
cblr-3425	373	56	interview	interview	NOUN
cblr-3425	373	57	with	with	ADP
cblr-3425	373	58	oracle	oracle	PROPN
cblr-3425	373	59	representative	representative	NOUN
cblr-3425	373	60	,	,	PUNCT
cblr-3425	373	61	supra	supra	PROPN
cblr-3425	373	62	note	note	PROPN
cblr-3425	373	63	87	87	NUM
cblr-3425	373	64	;	;	PUNCT
cblr-3425	373	65	telephone	telephone	NOUN
cblr-3425	373	66	interview	interview	NOUN
cblr-3425	373	67	with	with	ADP
cblr-3425	373	68	airbnb	airbnb	PROPN
cblr-3425	373	69	representative	representative	NOUN
cblr-3425	373	70	,	,	PUNCT
cblr-3425	373	71	supra	supra	PROPN
cblr-3425	373	72	note	note	PROPN
cblr-3425	373	73	87	87	NUM
cblr-3425	373	74	;	;	PUNCT
cblr-3425	373	75	telephone	telephone	NOUN
cblr-3425	373	76	interview	interview	NOUN
cblr-3425	373	77	with	with	ADP
cblr-3425	373	78	dell	dell	PROPN
cblr-3425	373	79	representative	representative	NOUN
cblr-3425	373	80	,	,	PUNCT
cblr-3425	373	81	supra	supra	PROPN
cblr-3425	373	82	note	note	PROPN
cblr-3425	373	83	90	90	NUM
cblr-3425	373	84	;	;	PUNCT
cblr-3425	373	85	telephone	telephone	NOUN
cblr-3425	373	86	interview	interview	NOUN
cblr-3425	373	87	with	with	ADP
cblr-3425	373	88	microsoft	microsoft	PROPN
cblr-3425	373	89	representatives	representatives	PROPN
cblr-3425	373	90	,	,	PUNCT
cblr-3425	373	91	supra	supra	PROPN
cblr-3425	373	92	note	note	VERB
cblr-3425	373	93	87	87	NUM
cblr-3425	373	94	;	;	PUNCT
cblr-3425	373	95	telephone	telephone	NOUN
cblr-3425	373	96	interview	interview	NOUN
cblr-3425	373	97	with	with	ADP
cblr-3425	373	98	public	public	ADJ
cblr-3425	373	99	technology	technology	NOUN
cblr-3425	373	100	company	company	NOUN
cblr-3425	373	101	representative	representative	NOUN
cblr-3425	373	102	,	,	PUNCT
cblr-3425	373	103	supra	supra	PROPN
cblr-3425	373	104	note	note	VERB
cblr-3425	373	105	87	87	NUM
cblr-3425	373	106	.	.	PUNCT
cblr-3425	374	1	95	95	NUM
cblr-3425	374	2	telephone	telephone	NOUN
cblr-3425	374	3	interview	interview	NOUN
cblr-3425	374	4	with	with	ADP
cblr-3425	374	5	axiom	axiom	NOUN
cblr-3425	374	6	representative	representative	NOUN
cblr-3425	374	7	(	(	PUNCT
cblr-3425	374	8	mar	mar	PROPN
cblr-3425	374	9	.	.	PROPN
cblr-3425	374	10	9	9	NUM
cblr-3425	374	11	,	,	PUNCT
cblr-3425	374	12	2018	2018	NUM
cblr-3425	374	13	)	)	PUNCT
cblr-3425	374	14	;	;	PUNCT
cblr-3425	374	15	telephone	telephone	NOUN
cblr-3425	374	16	interview	interview	NOUN
cblr-3425	374	17	with	with	ADP
cblr-3425	374	18	dell	dell	PROPN
cblr-3425	374	19	representative	representative	NOUN
cblr-3425	374	20	,	,	PUNCT
cblr-3425	374	21	supra	supra	PROPN
cblr-3425	374	22	note	note	NOUN
cblr-3425	374	23	90	90	NUM
cblr-3425	374	24	.	.	PUNCT
cblr-3425	374	25	96	96	NUM
cblr-3425	374	26	see	see	VERB
cblr-3425	374	27	interview	interview	NOUN
cblr-3425	374	28	with	with	ADP
cblr-3425	374	29	contract	contract	NOUN
cblr-3425	374	30	room	room	NOUN
cblr-3425	374	31	representative	representative	NOUN
cblr-3425	374	32	,	,	PUNCT
cblr-3425	374	33	in	in	ADP
cblr-3425	374	34	palo	palo	PROPN
cblr-3425	374	35	alto	alto	PROPN
cblr-3425	374	36	,	,	PUNCT
cblr-3425	374	37	cal	cal	PROPN
cblr-3425	374	38	.	.	PUNCT
cblr-3425	375	1	(	(	PUNCT
cblr-3425	375	2	apr	apr	NOUN
cblr-3425	375	3	.	.	PROPN
cblr-3425	375	4	9	9	NUM
cblr-3425	375	5	,	,	PUNCT
cblr-3425	375	6	2018	2018	NUM
cblr-3425	375	7	)	)	PUNCT
cblr-3425	375	8	;	;	PUNCT
cblr-3425	375	9	telephone	telephone	NOUN
cblr-3425	375	10	interview	interview	NOUN
cblr-3425	375	11	with	with	ADP
cblr-3425	375	12	icertis	icertis	PROPN
cblr-3425	375	13	representative	representative	NOUN
cblr-3425	375	14	(	(	PUNCT
cblr-3425	375	15	mar	mar	PROPN
cblr-3425	375	16	.	.	PROPN
cblr-3425	375	17	15	15	NUM
cblr-3425	375	18	,	,	PUNCT
cblr-3425	375	19	2018	2018	NUM
cblr-3425	375	20	)	)	PUNCT
cblr-3425	375	21	;	;	PUNCT
cblr-3425	375	22	telephone	telephone	NOUN
cblr-3425	375	23	interview	interview	NOUN
cblr-3425	375	24	with	with	ADP
cblr-3425	375	25	sirion	sirion	PROPN
cblr-3425	375	26	labs	labs	PROPN
cblr-3425	375	27	representative	representative	PROPN
cblr-3425	375	28	(	(	PUNCT
cblr-3425	375	29	apr	apr	NOUN
cblr-3425	375	30	.	.	PROPN
cblr-3425	375	31	3	3	NUM
cblr-3425	375	32	,	,	PUNCT
cblr-3425	375	33	2018	2018	NUM
cblr-3425	375	34	)	)	PUNCT
cblr-3425	375	35	;	;	PUNCT
cblr-3425	375	36	telephone	telephone	NOUN
cblr-3425	375	37	interview	interview	NOUN
cblr-3425	375	38	with	with	ADP
cblr-3425	375	39	sirion	sirion	PROPN
cblr-3425	375	40	labs	labs	PROPN
cblr-3425	375	41	representative	representative	PROPN
cblr-3425	375	42	(	(	PUNCT
cblr-3425	375	43	apr	apr	PROPN
cblr-3425	375	44	.	.	PROPN
cblr-3425	375	45	27	27	NUM
cblr-3425	375	46	,	,	PUNCT
cblr-3425	375	47	2018	2018	NUM
cblr-3425	375	48	)	)	PUNCT
cblr-3425	375	49	.	.	PUNCT
cblr-3425	376	1	97	97	NUM
cblr-3425	376	2	telephone	telephone	NOUN
cblr-3425	376	3	interview	interview	NOUN
cblr-3425	376	4	with	with	ADP
cblr-3425	376	5	icertis	icertis	NOUN
cblr-3425	376	6	representative	representative	NOUN
cblr-3425	376	7	,	,	PUNCT
cblr-3425	376	8	supra	supra	PROPN
cblr-3425	376	9	note	note	PROPN
cblr-3425	376	10	96	96	NUM
cblr-3425	376	11	;	;	PUNCT
cblr-3425	376	12	see	see	VERB
cblr-3425	376	13	also	also	ADV
cblr-3425	376	14	icertis	icertis	NOUN
cblr-3425	376	15	,	,	PUNCT
cblr-3425	376	16	https://www.icertis.com/contract-management-software/	https://www.icertis.com/contract-management-software/	PROPN
cblr-3425	376	17	[	[	X
cblr-3425	376	18	https://perma.cc/p6z8-t8ba	https://perma.cc/p6z8-t8ba	X
cblr-3425	376	19	]	]	PUNCT
cblr-3425	376	20	.	.	PUNCT
cblr-3425	377	1	98	98	NUM
cblr-3425	377	2	interview	interview	NOUN
cblr-3425	377	3	with	with	ADP
cblr-3425	377	4	contract	contract	NOUN
cblr-3425	377	5	room	room	NOUN
cblr-3425	377	6	representative	representative	NOUN
cblr-3425	377	7	,	,	PUNCT
cblr-3425	377	8	supra	supra	PROPN
cblr-3425	377	9	note	note	NOUN
cblr-3425	377	10	96	96	NUM
cblr-3425	377	11	;	;	PUNCT
cblr-3425	377	12	interview	interview	NOUN
cblr-3425	377	13	with	with	ADP
cblr-3425	377	14	oracle	oracle	PROPN
cblr-3425	377	15	representative	representative	NOUN
cblr-3425	377	16	,	,	PUNCT
cblr-3425	377	17	supra	supra	PROPN
cblr-3425	377	18	note	note	PROPN
cblr-3425	377	19	87	87	NUM
cblr-3425	377	20	;	;	PUNCT
cblr-3425	377	21	telephone	telephone	NOUN
cblr-3425	377	22	interview	interview	NOUN
cblr-3425	377	23	with	with	ADP
cblr-3425	377	24	airbnb	airbnb	PROPN
cblr-3425	377	25	representative	representative	NOUN
cblr-3425	377	26	,	,	PUNCT
cblr-3425	377	27	supra	supra	PROPN
cblr-3425	377	28	note	note	PROPN
cblr-3425	377	29	87	87	NUM
cblr-3425	377	30	;	;	PUNCT
cblr-3425	377	31	telephone	telephone	NOUN
cblr-3425	377	32	interview	interview	NOUN
cblr-3425	377	33	with	with	ADP
cblr-3425	377	34	microsoft	microsoft	PROPN
cblr-3425	377	35	representatives	representatives	PROPN
cblr-3425	377	36	,	,	PUNCT
cblr-3425	377	37	supra	supra	PROPN
cblr-3425	377	38	note	note	VERB
cblr-3425	377	39	87	87	NUM
cblr-3425	377	40	;	;	PUNCT
cblr-3425	377	41	telephone	telephone	NOUN
cblr-3425	377	42	interview	interview	NOUN
cblr-3425	377	43	with	with	ADP
cblr-3425	377	44	public	public	ADJ
cblr-3425	377	45	technology	technology	NOUN
cblr-3425	377	46	company	company	NOUN
cblr-3425	377	47	representative	representative	NOUN
cblr-3425	377	48	,	,	PUNCT
cblr-3425	377	49	supra	supra	PROPN
cblr-3425	377	50	note	note	NOUN
cblr-3425	377	51	87	87	NUM
cblr-3425	377	52	.	.	PUNCT
cblr-3425	378	1	no	no	INTJ
cblr-3425	378	2	.	.	NOUN
cblr-3425	378	3	2:621	2:621	NUM
cblr-3425	378	4	]	]	X
cblr-3425	378	5	predictive	predictive	ADJ
cblr-3425	378	6	contracting	contract	VERB
cblr-3425	378	7	651	651	NUM
cblr-3425	378	8	negotiate	negotiate	NOUN
cblr-3425	378	9	,	,	PUNCT
cblr-3425	378	10	how	how	SCONJ
cblr-3425	378	11	frequently	frequently	ADV
cblr-3425	378	12	certain	certain	ADJ
cblr-3425	378	13	terms	term	NOUN
cblr-3425	378	14	are	be	AUX
cblr-3425	378	15	negotiated	negotiate	VERB
cblr-3425	378	16	,	,	PUNCT
cblr-3425	378	17	which	which	DET
cblr-3425	378	18	terms	term	NOUN
cblr-3425	378	19	create	create	VERB
cblr-3425	378	20	the	the	DET
cblr-3425	378	21	most	most	ADV
cblr-3425	378	22	negotiating	negotiating	NOUN
cblr-3425	378	23	roadblocks	roadblock	NOUN
cblr-3425	378	24	,	,	PUNCT
cblr-3425	378	25	and	and	CCONJ
cblr-3425	378	26	the	the	DET
cblr-3425	378	27	total	total	ADJ
cblr-3425	378	28	cost	cost	NOUN
cblr-3425	378	29	to	to	PART
cblr-3425	378	30	draft	draft	VERB
cblr-3425	378	31	and	and	CCONJ
cblr-3425	378	32	negotiate	negotiate	VERB
cblr-3425	378	33	the	the	DET
cblr-3425	378	34	final	final	ADJ
cblr-3425	378	35	contract.99	contract.99	NOUN
cblr-3425	378	36	contract	contract	NOUN
cblr-3425	378	37	management	management	NOUN
cblr-3425	378	38	systems	system	NOUN
cblr-3425	378	39	can	can	AUX
cblr-3425	378	40	also	also	ADV
cblr-3425	378	41	collect	collect	VERB
cblr-3425	378	42	data	datum	NOUN
cblr-3425	378	43	on	on	ADP
cblr-3425	378	44	back	back	ADJ
cblr-3425	378	45	-	-	PUNCT
cblr-3425	378	46	end	end	NOUN
cblr-3425	378	47	outcomes	outcome	NOUN
cblr-3425	378	48	such	such	ADJ
cblr-3425	378	49	as	as	ADP
cblr-3425	378	50	payments	payment	NOUN
cblr-3425	378	51	and	and	CCONJ
cblr-3425	378	52	deliveries	delivery	NOUN
cblr-3425	378	53	made	make	VERB
cblr-3425	378	54	under	under	ADP
cblr-3425	378	55	the	the	DET
cblr-3425	378	56	contract	contract	NOUN
cblr-3425	378	57	,	,	PUNCT
cblr-3425	378	58	whether	whether	SCONJ
cblr-3425	378	59	deal	deal	NOUN
cblr-3425	378	60	risks	risk	NOUN
cblr-3425	378	61	flagged	flag	VERB
cblr-3425	378	62	during	during	ADP
cblr-3425	378	63	negotiation	negotiation	NOUN
cblr-3425	378	64	actually	actually	ADV
cblr-3425	378	65	occur	occur	VERB
cblr-3425	378	66	,	,	PUNCT
cblr-3425	378	67	and	and	CCONJ
cblr-3425	378	68	whether	whether	SCONJ
cblr-3425	378	69	the	the	DET
cblr-3425	378	70	contract	contract	NOUN
cblr-3425	378	71	results	result	VERB
cblr-3425	378	72	in	in	ADP
cblr-3425	378	73	a	a	DET
cblr-3425	378	74	dispute	dispute	NOUN
cblr-3425	378	75	(	(	PUNCT
cblr-3425	378	76	and	and	CCONJ
cblr-3425	378	77	if	if	SCONJ
cblr-3425	378	78	so	so	ADV
cblr-3425	378	79	,	,	PUNCT
cblr-3425	378	80	the	the	DET
cblr-3425	378	81	outcome	outcome	NOUN
cblr-3425	378	82	of	of	ADP
cblr-3425	378	83	the	the	DET
cblr-3425	378	84	dispute).100	dispute).100	PROPN
cblr-3425	378	85	for	for	ADP
cblr-3425	378	86	example	example	NOUN
cblr-3425	378	87	,	,	PUNCT
cblr-3425	378	88	sirion	sirion	PROPN
cblr-3425	378	89	labs	lab	NOUN
cblr-3425	378	90	enables	enable	VERB
cblr-3425	378	91	contract	contract	NOUN
cblr-3425	378	92	drafters	drafter	NOUN
cblr-3425	378	93	to	to	PART
cblr-3425	378	94	collect	collect	VERB
cblr-3425	378	95	data	datum	NOUN
cblr-3425	378	96	on	on	ADP
cblr-3425	378	97	numerous	numerous	ADJ
cblr-3425	378	98	back	back	ADJ
cblr-3425	378	99	-	-	PUNCT
cblr-3425	378	100	end	end	NOUN
cblr-3425	378	101	contract	contract	NOUN
cblr-3425	378	102	outcomes.101	outcomes.101	NOUN
cblr-3425	378	103	for	for	ADP
cblr-3425	378	104	a	a	DET
cblr-3425	378	105	particular	particular	ADJ
cblr-3425	378	106	contract	contract	NOUN
cblr-3425	378	107	,	,	PUNCT
cblr-3425	378	108	a	a	DET
cblr-3425	378	109	sirion	sirion	NOUN
cblr-3425	378	110	user	user	NOUN
cblr-3425	378	111	can	can	AUX
cblr-3425	378	112	see	see	VERB
cblr-3425	378	113	if	if	SCONJ
cblr-3425	378	114	the	the	DET
cblr-3425	378	115	contract	contract	NOUN
cblr-3425	378	116	is	be	AUX
cblr-3425	378	117	in	in	ADP
cblr-3425	378	118	dispute	dispute	NOUN
cblr-3425	378	119	,	,	PUNCT
cblr-3425	378	120	and	and	CCONJ
cblr-3425	378	121	if	if	SCONJ
cblr-3425	378	122	so	so	ADV
cblr-3425	378	123	,	,	PUNCT
cblr-3425	378	124	the	the	DET
cblr-3425	378	125	current	current	ADJ
cblr-3425	378	126	stage	stage	NOUN
cblr-3425	378	127	of	of	ADP
cblr-3425	378	128	the	the	DET
cblr-3425	378	129	dispute.102	dispute.102	NOUN
cblr-3425	378	130	the	the	DET
cblr-3425	378	131	system	system	NOUN
cblr-3425	378	132	links	link	VERB
cblr-3425	378	133	disputes	dispute	NOUN
cblr-3425	378	134	to	to	ADP
cblr-3425	378	135	specific	specific	ADJ
cblr-3425	378	136	terms	term	NOUN
cblr-3425	378	137	within	within	ADP
cblr-3425	378	138	the	the	DET
cblr-3425	378	139	contract	contract	NOUN
cblr-3425	378	140	so	so	SCONJ
cblr-3425	378	141	the	the	DET
cblr-3425	378	142	user	user	NOUN
cblr-3425	378	143	can	can	AUX
cblr-3425	378	144	see	see	VERB
cblr-3425	378	145	which	which	DET
cblr-3425	378	146	terms	term	NOUN
cblr-3425	378	147	cause	cause	VERB
cblr-3425	378	148	disputes.103	disputes.103	PROPN
cblr-3425	378	149	once	once	ADV
cblr-3425	378	150	a	a	DET
cblr-3425	378	151	dispute	dispute	NOUN
cblr-3425	378	152	is	be	AUX
cblr-3425	378	153	resolved	resolve	VERB
cblr-3425	378	154	,	,	PUNCT
cblr-3425	378	155	the	the	DET
cblr-3425	378	156	system	system	NOUN
cblr-3425	378	157	displays	display	VERB
cblr-3425	378	158	the	the	DET
cblr-3425	378	159	outcome	outcome	NOUN
cblr-3425	378	160	of	of	ADP
cblr-3425	378	161	the	the	DET
cblr-3425	378	162	dispute	dispute	NOUN
cblr-3425	378	163	and	and	CCONJ
cblr-3425	378	164	any	any	DET
cblr-3425	378	165	associated	associated	ADJ
cblr-3425	378	166	costs.104	costs.104	NOUN
cblr-3425	378	167	contract	contract	NOUN
cblr-3425	378	168	managers	manager	NOUN
cblr-3425	378	169	can	can	AUX
cblr-3425	378	170	also	also	ADV
cblr-3425	378	171	use	use	VERB
cblr-3425	378	172	sirion	sirion	NOUN
cblr-3425	378	173	to	to	PART
cblr-3425	378	174	track	track	VERB
cblr-3425	378	175	counterparty	counterparty	NOUN
cblr-3425	378	176	performance	performance	NOUN
cblr-3425	378	177	under	under	ADP
cblr-3425	378	178	a	a	DET
cblr-3425	378	179	contract.105	contract.105	NOUN
cblr-3425	378	180	for	for	ADP
cblr-3425	378	181	a	a	DET
cblr-3425	378	182	contract	contract	NOUN
cblr-3425	378	183	with	with	ADP
cblr-3425	378	184	a	a	DET
cblr-3425	378	185	server	server	NOUN
cblr-3425	378	186	provider	provider	NOUN
cblr-3425	378	187	,	,	PUNCT
cblr-3425	378	188	for	for	ADP
cblr-3425	378	189	example	example	NOUN
cblr-3425	378	190	,	,	PUNCT
cblr-3425	378	191	the	the	DET
cblr-3425	378	192	system	system	NOUN
cblr-3425	378	193	can	can	AUX
cblr-3425	378	194	track	track	VERB
cblr-3425	378	195	the	the	DET
cblr-3425	378	196	percentage	percentage	NOUN
cblr-3425	378	197	of	of	ADP
cblr-3425	378	198	time	time	NOUN
cblr-3425	378	199	,	,	PUNCT
cblr-3425	378	200	within	within	ADP
cblr-3425	378	201	a	a	DET
cblr-3425	378	202	defined	define	VERB
cblr-3425	378	203	period	period	NOUN
cblr-3425	378	204	,	,	PUNCT
cblr-3425	378	205	during	during	ADP
cblr-3425	378	206	which	which	PRON
cblr-3425	378	207	the	the	DET
cblr-3425	378	208	servers	server	NOUN
cblr-3425	378	209	were	be	AUX
cblr-3425	378	210	online	online	ADJ
cblr-3425	378	211	and	and	CCONJ
cblr-3425	378	212	running	run	VERB
cblr-3425	378	213	properly.106	properly.106	NOUN
cblr-3425	378	214	the	the	DET
cblr-3425	378	215	system	system	NOUN
cblr-3425	378	216	also	also	ADV
cblr-3425	378	217	99	99	NUM
cblr-3425	378	218	interview	interview	NOUN
cblr-3425	378	219	with	with	ADP
cblr-3425	378	220	contract	contract	NOUN
cblr-3425	378	221	room	room	NOUN
cblr-3425	378	222	representative	representative	NOUN
cblr-3425	378	223	,	,	PUNCT
cblr-3425	378	224	supra	supra	PROPN
cblr-3425	378	225	note	note	NOUN
cblr-3425	378	226	96	96	NUM
cblr-3425	378	227	.	.	NOUN
cblr-3425	378	228	100	100	NUM
cblr-3425	378	229	interview	interview	NOUN
cblr-3425	378	230	with	with	ADP
cblr-3425	378	231	contract	contract	NOUN
cblr-3425	378	232	room	room	NOUN
cblr-3425	378	233	representative	representative	NOUN
cblr-3425	378	234	,	,	PUNCT
cblr-3425	378	235	supra	supra	PROPN
cblr-3425	378	236	note	note	NOUN
cblr-3425	378	237	96	96	NUM
cblr-3425	378	238	;	;	PUNCT
cblr-3425	378	239	telephone	telephone	NOUN
cblr-3425	378	240	interview	interview	NOUN
cblr-3425	378	241	with	with	ADP
cblr-3425	378	242	dell	dell	PROPN
cblr-3425	378	243	representative	representative	NOUN
cblr-3425	378	244	,	,	PUNCT
cblr-3425	378	245	supra	supra	PROPN
cblr-3425	378	246	note	note	PROPN
cblr-3425	378	247	90	90	NUM
cblr-3425	378	248	;	;	PUNCT
cblr-3425	378	249	telephone	telephone	NOUN
cblr-3425	378	250	interview	interview	NOUN
cblr-3425	378	251	with	with	ADP
cblr-3425	378	252	microsoft	microsoft	PROPN
cblr-3425	378	253	representatives	representatives	PROPN
cblr-3425	378	254	,	,	PUNCT
cblr-3425	378	255	supra	supra	PROPN
cblr-3425	378	256	note	note	VERB
cblr-3425	378	257	87	87	NUM
cblr-3425	378	258	;	;	PUNCT
cblr-3425	378	259	telephone	telephone	NOUN
cblr-3425	378	260	interview	interview	NOUN
cblr-3425	378	261	with	with	ADP
cblr-3425	378	262	sirion	sirion	PROPN
cblr-3425	378	263	labs	labs	PROPN
cblr-3425	378	264	representatives	representatives	PROPN
cblr-3425	378	265	,	,	PUNCT
cblr-3425	378	266	supra	supra	PROPN
cblr-3425	378	267	note	note	PROPN
cblr-3425	378	268	96	96	NUM
cblr-3425	378	269	;	;	PUNCT
cblr-3425	378	270	telephone	telephone	NOUN
cblr-3425	378	271	interview	interview	NOUN
cblr-3425	378	272	with	with	ADP
cblr-3425	378	273	sirion	sirion	PROPN
cblr-3425	378	274	labs	labs	PROPN
cblr-3425	378	275	representative	representative	NOUN
cblr-3425	378	276	,	,	PUNCT
cblr-3425	378	277	supra	supra	PROPN
cblr-3425	378	278	note	note	NOUN
cblr-3425	378	279	96	96	NUM
cblr-3425	378	280	.	.	PUNCT
cblr-3425	379	1	101	101	NUM
cblr-3425	379	2	telephone	telephone	NOUN
cblr-3425	379	3	interview	interview	NOUN
cblr-3425	379	4	with	with	ADP
cblr-3425	379	5	sirion	sirion	PROPN
cblr-3425	379	6	labs	labs	PROPN
cblr-3425	379	7	representative	representative	PROPN
cblr-3425	379	8	(	(	PUNCT
cblr-3425	379	9	apr	apr	PROPN
cblr-3425	379	10	.	.	PROPN
cblr-3425	379	11	27	27	NUM
cblr-3425	379	12	,	,	PUNCT
cblr-3425	379	13	2018	2018	NUM
cblr-3425	379	14	)	)	PUNCT
cblr-3425	379	15	,	,	PUNCT
cblr-3425	379	16	supra	supra	PROPN
cblr-3425	379	17	note	note	VERB
cblr-3425	379	18	96	96	NUM
cblr-3425	379	19	;	;	PUNCT
cblr-3425	379	20	telephone	telephone	NOUN
cblr-3425	379	21	interview	interview	NOUN
cblr-3425	379	22	with	with	ADP
cblr-3425	379	23	sirion	sirion	PROPN
cblr-3425	379	24	labs	labs	PROPN
cblr-3425	379	25	representative	representative	PROPN
cblr-3425	379	26	(	(	PUNCT
cblr-3425	379	27	apr	apr	NOUN
cblr-3425	379	28	.	.	PROPN
cblr-3425	379	29	3	3	NUM
cblr-3425	379	30	,	,	PUNCT
cblr-3425	379	31	2018	2018	NUM
cblr-3425	379	32	)	)	PUNCT
cblr-3425	379	33	,	,	PUNCT
cblr-3425	379	34	supra	supra	PROPN
cblr-3425	379	35	note	note	VERB
cblr-3425	379	36	96	96	NUM
cblr-3425	379	37	.	.	NOUN
cblr-3425	380	1	102	102	NUM
cblr-3425	380	2	telephone	telephone	NOUN
cblr-3425	380	3	interview	interview	NOUN
cblr-3425	380	4	with	with	ADP
cblr-3425	380	5	sirion	sirion	PROPN
cblr-3425	380	6	labs	labs	PROPN
cblr-3425	380	7	representative	representative	PROPN
cblr-3425	380	8	(	(	PUNCT
cblr-3425	380	9	apr	apr	PROPN
cblr-3425	380	10	.	.	PROPN
cblr-3425	380	11	27	27	NUM
cblr-3425	380	12	,	,	PUNCT
cblr-3425	380	13	2018	2018	NUM
cblr-3425	380	14	)	)	PUNCT
cblr-3425	380	15	,	,	PUNCT
cblr-3425	380	16	supra	supra	PROPN
cblr-3425	380	17	note	note	VERB
cblr-3425	380	18	96	96	NUM
cblr-3425	380	19	;	;	PUNCT
cblr-3425	380	20	telephone	telephone	NOUN
cblr-3425	380	21	interview	interview	NOUN
cblr-3425	380	22	with	with	ADP
cblr-3425	380	23	sirion	sirion	PROPN
cblr-3425	380	24	labs	labs	PROPN
cblr-3425	380	25	representative	representative	PROPN
cblr-3425	380	26	(	(	PUNCT
cblr-3425	380	27	apr	apr	NOUN
cblr-3425	380	28	.	.	PROPN
cblr-3425	380	29	3	3	NUM
cblr-3425	380	30	,	,	PUNCT
cblr-3425	380	31	2018	2018	NUM
cblr-3425	380	32	)	)	PUNCT
cblr-3425	380	33	,	,	PUNCT
cblr-3425	380	34	supra	supra	PROPN
cblr-3425	380	35	note	note	VERB
cblr-3425	380	36	96	96	NUM
cblr-3425	380	37	.	.	SYM
cblr-3425	380	38	103	103	NUM
cblr-3425	380	39	telephone	telephone	NOUN
cblr-3425	380	40	interview	interview	NOUN
cblr-3425	380	41	with	with	ADP
cblr-3425	380	42	sirion	sirion	PROPN
cblr-3425	380	43	labs	labs	PROPN
cblr-3425	380	44	representative	representative	PROPN
cblr-3425	380	45	(	(	PUNCT
cblr-3425	380	46	apr	apr	PROPN
cblr-3425	380	47	.	.	PROPN
cblr-3425	380	48	27	27	NUM
cblr-3425	380	49	,	,	PUNCT
cblr-3425	380	50	2018	2018	NUM
cblr-3425	380	51	)	)	PUNCT
cblr-3425	380	52	,	,	PUNCT
cblr-3425	380	53	supra	supra	PROPN
cblr-3425	380	54	note	note	VERB
cblr-3425	380	55	96	96	NUM
cblr-3425	380	56	;	;	PUNCT
cblr-3425	380	57	telephone	telephone	NOUN
cblr-3425	380	58	interview	interview	NOUN
cblr-3425	380	59	with	with	ADP
cblr-3425	380	60	sirion	sirion	PROPN
cblr-3425	380	61	labs	labs	PROPN
cblr-3425	380	62	representative	representative	PROPN
cblr-3425	380	63	(	(	PUNCT
cblr-3425	380	64	apr	apr	NOUN
cblr-3425	380	65	.	.	PROPN
cblr-3425	380	66	3	3	NUM
cblr-3425	380	67	,	,	PUNCT
cblr-3425	380	68	2018	2018	NUM
cblr-3425	380	69	)	)	PUNCT
cblr-3425	380	70	,	,	PUNCT
cblr-3425	380	71	supra	supra	PROPN
cblr-3425	380	72	note	note	VERB
cblr-3425	380	73	96	96	NUM
cblr-3425	380	74	.	.	PUNCT
cblr-3425	381	1	104	104	NUM
cblr-3425	381	2	telephone	telephone	NOUN
cblr-3425	381	3	interview	interview	NOUN
cblr-3425	381	4	with	with	ADP
cblr-3425	381	5	sirion	sirion	PROPN
cblr-3425	381	6	labs	labs	PROPN
cblr-3425	381	7	representative	representative	PROPN
cblr-3425	381	8	(	(	PUNCT
cblr-3425	381	9	apr	apr	PROPN
cblr-3425	381	10	.	.	PROPN
cblr-3425	381	11	27	27	NUM
cblr-3425	381	12	,	,	PUNCT
cblr-3425	381	13	2018	2018	NUM
cblr-3425	381	14	)	)	PUNCT
cblr-3425	381	15	,	,	PUNCT
cblr-3425	381	16	supra	supra	PROPN
cblr-3425	381	17	note	note	VERB
cblr-3425	381	18	96	96	NUM
cblr-3425	381	19	;	;	PUNCT
cblr-3425	381	20	telephone	telephone	NOUN
cblr-3425	381	21	interview	interview	NOUN
cblr-3425	381	22	with	with	ADP
cblr-3425	381	23	sirion	sirion	PROPN
cblr-3425	381	24	labs	labs	PROPN
cblr-3425	381	25	representative	representative	PROPN
cblr-3425	381	26	(	(	PUNCT
cblr-3425	381	27	apr	apr	NOUN
cblr-3425	381	28	.	.	PROPN
cblr-3425	381	29	3	3	NUM
cblr-3425	381	30	,	,	PUNCT
cblr-3425	381	31	2018	2018	NUM
cblr-3425	381	32	)	)	PUNCT
cblr-3425	381	33	,	,	PUNCT
cblr-3425	381	34	supra	supra	PROPN
cblr-3425	381	35	note	note	VERB
cblr-3425	381	36	96	96	NUM
cblr-3425	381	37	.	.	PUNCT
cblr-3425	382	1	105	105	NUM
cblr-3425	382	2	telephone	telephone	NOUN
cblr-3425	382	3	interview	interview	NOUN
cblr-3425	382	4	with	with	ADP
cblr-3425	382	5	sirion	sirion	PROPN
cblr-3425	382	6	labs	labs	PROPN
cblr-3425	382	7	representative	representative	PROPN
cblr-3425	382	8	(	(	PUNCT
cblr-3425	382	9	apr	apr	PROPN
cblr-3425	382	10	.	.	PROPN
cblr-3425	382	11	27	27	NUM
cblr-3425	382	12	,	,	PUNCT
cblr-3425	382	13	2018	2018	NUM
cblr-3425	382	14	)	)	PUNCT
cblr-3425	382	15	,	,	PUNCT
cblr-3425	382	16	supra	supra	PROPN
cblr-3425	382	17	note	note	VERB
cblr-3425	382	18	96	96	NUM
cblr-3425	382	19	.	.	NOUN
cblr-3425	382	20	106	106	NUM
cblr-3425	383	1	i	i	PRON
cblr-3425	383	2	d.	d.	PROPN
cblr-3425	383	3	652	652	NUM
cblr-3425	383	4	columbia	columbia	PROPN
cblr-3425	383	5	business	business	NOUN
cblr-3425	383	6	law	law	PROPN
cblr-3425	383	7	review	review	NOUN
cblr-3425	383	8	[	[	X
cblr-3425	383	9	vol	vol	NOUN
cblr-3425	383	10	.	.	PUNCT
cblr-3425	383	11	2019	2019	NUM
cblr-3425	383	12	uses	use	VERB
cblr-3425	383	13	customizable	customizable	NOUN
cblr-3425	383	14	formulas	formula	NOUN
cblr-3425	383	15	to	to	PART
cblr-3425	383	16	convert	convert	VERB
cblr-3425	383	17	counterparty	counterparty	NOUN
cblr-3425	383	18	performance	performance	NOUN
cblr-3425	383	19	data	datum	NOUN
cblr-3425	383	20	into	into	ADP
cblr-3425	383	21	payment	payment	NOUN
cblr-3425	383	22	obligations	obligation	NOUN
cblr-3425	383	23	under	under	ADP
cblr-3425	383	24	a	a	DET
cblr-3425	383	25	contract.107	contract.107	NOUN
cblr-3425	383	26	as	as	ADP
cblr-3425	383	27	the	the	DET
cblr-3425	383	28	use	use	NOUN
cblr-3425	383	29	of	of	ADP
cblr-3425	383	30	contract	contract	NOUN
cblr-3425	383	31	management	management	NOUN
cblr-3425	383	32	systems	system	NOUN
cblr-3425	383	33	such	such	ADJ
cblr-3425	383	34	as	as	ADP
cblr-3425	383	35	sirion	sirion	NOUN
cblr-3425	383	36	continue	continue	VERB
cblr-3425	383	37	to	to	PART
cblr-3425	383	38	grow	grow	VERB
cblr-3425	383	39	,	,	PUNCT
cblr-3425	383	40	contract	contract	NOUN
cblr-3425	383	41	drafters	drafter	NOUN
cblr-3425	383	42	will	will	AUX
cblr-3425	383	43	have	have	VERB
cblr-3425	383	44	increasingly	increasingly	ADV
cblr-3425	383	45	better	well	ADJ
cblr-3425	383	46	access	access	NOUN
cblr-3425	383	47	to	to	ADP
cblr-3425	383	48	data	datum	NOUN
cblr-3425	383	49	on	on	ADP
cblr-3425	383	50	contract	contract	NOUN
cblr-3425	383	51	terms	term	NOUN
cblr-3425	383	52	and	and	CCONJ
cblr-3425	383	53	outcomes	outcome	NOUN
cblr-3425	383	54	.	.	PUNCT
cblr-3425	384	1	2	2	X
cblr-3425	384	2	.	.	NOUN
cblr-3425	384	3	natural	natural	ADJ
cblr-3425	384	4	language	language	NOUN
cblr-3425	384	5	processing	processing	NOUN
cblr-3425	384	6	one	one	NUM
cblr-3425	384	7	of	of	ADP
cblr-3425	384	8	the	the	DET
cblr-3425	384	9	primary	primary	ADJ
cblr-3425	384	10	hurdles	hurdle	NOUN
cblr-3425	384	11	to	to	PART
cblr-3425	384	12	collecting	collect	VERB
cblr-3425	384	13	data	datum	NOUN
cblr-3425	384	14	on	on	ADP
cblr-3425	384	15	contract	contract	NOUN
cblr-3425	384	16	terms	term	NOUN
cblr-3425	384	17	for	for	ADP
cblr-3425	384	18	machine	machine	NOUN
cblr-3425	384	19	learning	learning	NOUN
cblr-3425	384	20	is	be	AUX
cblr-3425	384	21	that	that	SCONJ
cblr-3425	384	22	these	these	DET
cblr-3425	384	23	data	datum	NOUN
cblr-3425	384	24	are	be	AUX
cblr-3425	384	25	stored	store	VERB
cblr-3425	384	26	in	in	ADP
cblr-3425	384	27	an	an	DET
cblr-3425	384	28	unstructured	unstructured	ADJ
cblr-3425	384	29	format	format	NOUN
cblr-3425	384	30	within	within	ADP
cblr-3425	384	31	natural	natural	ADJ
cblr-3425	384	32	language	language	NOUN
cblr-3425	384	33	contract	contract	NOUN
cblr-3425	384	34	documents	document	NOUN
cblr-3425	384	35	such	such	ADJ
cblr-3425	384	36	as	as	ADP
cblr-3425	384	37	english	english	ADJ
cblr-3425	384	38	-	-	PUNCT
cblr-3425	384	39	language	language	NOUN
cblr-3425	384	40	microsoft	microsoft	PROPN
cblr-3425	384	41	word	word	NOUN
cblr-3425	384	42	files	file	NOUN
cblr-3425	384	43	and	and	CCONJ
cblr-3425	384	44	pdfs.108	pdfs.108	VERB
cblr-3425	384	45	despite	despite	SCONJ
cblr-3425	384	46	contract	contract	NOUN
cblr-3425	384	47	documents	document	NOUN
cblr-3425	384	48	containing	contain	VERB
cblr-3425	384	49	significant	significant	ADJ
cblr-3425	384	50	amounts	amount	NOUN
cblr-3425	384	51	of	of	ADP
cblr-3425	384	52	data,109	data,109	VERB
cblr-3425	384	53	these	these	DET
cblr-3425	384	54	data	datum	NOUN
cblr-3425	384	55	are	be	AUX
cblr-3425	384	56	not	not	PART
cblr-3425	384	57	in	in	ADP
cblr-3425	384	58	a	a	DET
cblr-3425	384	59	form	form	NOUN
cblr-3425	384	60	that	that	PRON
cblr-3425	384	61	is	be	AUX
cblr-3425	384	62	easily	easily	ADV
cblr-3425	384	63	useable	useable	ADJ
cblr-3425	384	64	for	for	ADP
cblr-3425	384	65	machine	machine	NOUN
cblr-3425	384	66	learning	learn	VERB
cblr-3425	384	67	analysis	analysis	NOUN
cblr-3425	384	68	due	due	ADP
cblr-3425	384	69	to	to	ADP
cblr-3425	384	70	their	their	PRON
cblr-3425	384	71	lack	lack	NOUN
cblr-3425	384	72	of	of	ADP
cblr-3425	384	73	structure	structure	NOUN
cblr-3425	384	74	and	and	CCONJ
cblr-3425	384	75	labeling.110	labeling.110	PROPN
cblr-3425	384	76	to	to	PART
cblr-3425	384	77	systematically	systematically	ADV
cblr-3425	384	78	analyze	analyze	VERB
cblr-3425	384	79	contract	contract	NOUN
cblr-3425	384	80	terms	term	NOUN
cblr-3425	384	81	,	,	PUNCT
cblr-3425	384	82	companies	company	NOUN
cblr-3425	384	83	have	have	AUX
cblr-3425	384	84	traditionally	traditionally	ADV
cblr-3425	384	85	had	have	VERB
cblr-3425	384	86	to	to	PART
cblr-3425	384	87	manually	manually	ADV
cblr-3425	384	88	extract	extract	VERB
cblr-3425	384	89	,	,	PUNCT
cblr-3425	384	90	structure	structure	NOUN
cblr-3425	384	91	,	,	PUNCT
cblr-3425	384	92	and	and	CCONJ
cblr-3425	384	93	label	label	NOUN
cblr-3425	384	94	data	datum	NOUN
cblr-3425	384	95	from	from	ADP
cblr-3425	384	96	natural	natural	ADJ
cblr-3425	384	97	language	language	NOUN
cblr-3425	384	98	documents	document	NOUN
cblr-3425	384	99	,	,	PUNCT
cblr-3425	384	100	which	which	PRON
cblr-3425	384	101	is	be	AUX
cblr-3425	384	102	an	an	DET
cblr-3425	384	103	incredibly	incredibly	ADJ
cblr-3425	384	104	time	time	NOUN
cblr-3425	384	105	and	and	CCONJ
cblr-3425	384	106	labor	labor	NOUN
cblr-3425	384	107	-	-	PUNCT
cblr-3425	384	108	intensive	intensive	ADJ
cblr-3425	384	109	process.111	process.111	NOUN
cblr-3425	384	110	for	for	ADP
cblr-3425	384	111	example	example	NOUN
cblr-3425	384	112	,	,	PUNCT
cblr-3425	384	113	some	some	DET
cblr-3425	384	114	large	large	ADJ
cblr-3425	384	115	law	law	NOUN
cblr-3425	384	116	firms	firm	NOUN
cblr-3425	384	117	will	will	AUX
cblr-3425	384	118	have	have	VERB
cblr-3425	384	119	junior	junior	ADJ
cblr-3425	384	120	associates	associate	NOUN
cblr-3425	384	121	107	107	NUM
cblr-3425	384	122	telephone	telephone	NOUN
cblr-3425	384	123	interview	interview	NOUN
cblr-3425	384	124	with	with	ADP
cblr-3425	384	125	sirion	sirion	PROPN
cblr-3425	384	126	labs	labs	PROPN
cblr-3425	384	127	representative	representative	PROPN
cblr-3425	384	128	(	(	PUNCT
cblr-3425	384	129	apr	apr	PROPN
cblr-3425	384	130	.	.	PROPN
cblr-3425	384	131	27	27	NUM
cblr-3425	384	132	,	,	PUNCT
cblr-3425	384	133	2018	2018	NUM
cblr-3425	384	134	)	)	PUNCT
cblr-3425	384	135	,	,	PUNCT
cblr-3425	384	136	supra	supra	PROPN
cblr-3425	384	137	note	note	VERB
cblr-3425	384	138	96	96	NUM
cblr-3425	384	139	;	;	PUNCT
cblr-3425	384	140	telephone	telephone	NOUN
cblr-3425	384	141	interview	interview	NOUN
cblr-3425	384	142	with	with	ADP
cblr-3425	384	143	sirion	sirion	PROPN
cblr-3425	384	144	labs	labs	PROPN
cblr-3425	384	145	representative	representative	PROPN
cblr-3425	384	146	(	(	PUNCT
cblr-3425	384	147	apr	apr	NOUN
cblr-3425	384	148	.	.	PROPN
cblr-3425	384	149	3	3	NUM
cblr-3425	384	150	,	,	PUNCT
cblr-3425	384	151	2018	2018	NUM
cblr-3425	384	152	)	)	PUNCT
cblr-3425	384	153	,	,	PUNCT
cblr-3425	384	154	supra	supra	PROPN
cblr-3425	384	155	note	note	VERB
cblr-3425	384	156	96	96	NUM
cblr-3425	384	157	.	.	SYM
cblr-3425	384	158	108	108	NUM
cblr-3425	384	159	see	see	VERB
cblr-3425	384	160	roach	roach	NOUN
cblr-3425	384	161	,	,	PUNCT
cblr-3425	384	162	supra	supra	PROPN
cblr-3425	384	163	note	note	PROPN
cblr-3425	384	164	19	19	NUM
cblr-3425	384	165	,	,	PUNCT
cblr-3425	384	166	at	at	ADP
cblr-3425	384	167	46	46	NUM
cblr-3425	384	168	;	;	PUNCT
cblr-3425	384	169	harry	harry	PROPN
cblr-3425	384	170	surden	surden	PROPN
cblr-3425	384	171	,	,	PUNCT
cblr-3425	384	172	computable	computable	ADJ
cblr-3425	384	173	contracts	contract	NOUN
cblr-3425	384	174	,	,	PUNCT
cblr-3425	384	175	46	46	NUM
cblr-3425	384	176	u.c	u.c	PROPN
cblr-3425	384	177	.	.	PROPN
cblr-3425	385	1	davis	davis	PROPN
cblr-3425	385	2	l.	l.	PROPN
cblr-3425	385	3	rev	rev	PROPN
cblr-3425	385	4	.	.	PROPN
cblr-3425	386	1	629	629	NUM
cblr-3425	386	2	,	,	PUNCT
cblr-3425	386	3	642–44	642–44	NUM
cblr-3425	386	4	(	(	PUNCT
cblr-3425	386	5	2012	2012	NUM
cblr-3425	386	6	)	)	PUNCT
cblr-3425	386	7	(	(	PUNCT
cblr-3425	386	8	distinguishing	distinguish	VERB
cblr-3425	386	9	“	"	PUNCT
cblr-3425	386	10	natural	natural	ADJ
cblr-3425	386	11	languages	language	NOUN
cblr-3425	386	12	”	"	PUNCT
cblr-3425	386	13	such	such	ADJ
cblr-3425	386	14	as	as	ADP
cblr-3425	386	15	english	english	PROPN
cblr-3425	386	16	from	from	ADP
cblr-3425	386	17	“	"	PUNCT
cblr-3425	386	18	formal	formal	ADJ
cblr-3425	386	19	languages	language	NOUN
cblr-3425	386	20	”	"	PUNCT
cblr-3425	386	21	such	such	ADJ
cblr-3425	386	22	as	as	ADP
cblr-3425	386	23	computer	computer	NOUN
cblr-3425	386	24	programming	programming	NOUN
cblr-3425	386	25	languages	language	NOUN
cblr-3425	386	26	)	)	PUNCT
cblr-3425	386	27	.	.	PUNCT
cblr-3425	387	1	109	109	NUM
cblr-3425	387	2	see	see	VERB
cblr-3425	387	3	roach	roach	NOUN
cblr-3425	387	4	,	,	PUNCT
cblr-3425	387	5	supra	supra	PROPN
cblr-3425	387	6	note	note	NOUN
cblr-3425	387	7	19	19	NUM
cblr-3425	387	8	,	,	PUNCT
cblr-3425	387	9	at	at	ADP
cblr-3425	387	10	50–51	50–51	NUM
cblr-3425	387	11	(	(	PUNCT
cblr-3425	387	12	describing	describe	VERB
cblr-3425	387	13	contracts	contract	NOUN
cblr-3425	387	14	as	as	ADP
cblr-3425	387	15	a	a	DET
cblr-3425	387	16	mineable	mineable	ADJ
cblr-3425	387	17	source	source	NOUN
cblr-3425	387	18	of	of	ADP
cblr-3425	387	19	data	datum	NOUN
cblr-3425	387	20	)	)	PUNCT
cblr-3425	387	21	.	.	PUNCT
cblr-3425	388	1	110	110	NUM
cblr-3425	388	2	see	see	VERB
cblr-3425	388	3	surden	surden	NOUN
cblr-3425	388	4	,	,	PUNCT
cblr-3425	388	5	supra	supra	PROPN
cblr-3425	388	6	note	note	PROPN
cblr-3425	388	7	108	108	NUM
cblr-3425	388	8	,	,	PUNCT
cblr-3425	388	9	at	at	ADP
cblr-3425	388	10	642–44	642–44	NUM
cblr-3425	388	11	;	;	PUNCT
cblr-3425	388	12	roach	roach	NOUN
cblr-3425	388	13	,	,	PUNCT
cblr-3425	388	14	supra	supra	PROPN
cblr-3425	388	15	note	note	PROPN
cblr-3425	388	16	19	19	NUM
cblr-3425	388	17	,	,	PUNCT
cblr-3425	388	18	at	at	ADP
cblr-3425	388	19	46	46	NUM
cblr-3425	388	20	.	.	NOUN
cblr-3425	388	21	111	111	NUM
cblr-3425	388	22	interview	interview	NOUN
cblr-3425	388	23	with	with	ADP
cblr-3425	388	24	oracle	oracle	PROPN
cblr-3425	388	25	representative	representative	NOUN
cblr-3425	388	26	,	,	PUNCT
cblr-3425	388	27	supra	supra	PROPN
cblr-3425	388	28	note	note	PROPN
cblr-3425	388	29	87	87	NUM
cblr-3425	388	30	;	;	PUNCT
cblr-3425	388	31	telephone	telephone	NOUN
cblr-3425	388	32	interview	interview	NOUN
cblr-3425	388	33	with	with	ADP
cblr-3425	388	34	airbnb	airbnb	PROPN
cblr-3425	388	35	representative	representative	NOUN
cblr-3425	388	36	,	,	PUNCT
cblr-3425	388	37	supra	supra	PROPN
cblr-3425	388	38	note	note	PROPN
cblr-3425	388	39	87	87	NUM
cblr-3425	388	40	;	;	PUNCT
cblr-3425	388	41	telephone	telephone	NOUN
cblr-3425	388	42	interview	interview	NOUN
cblr-3425	388	43	with	with	ADP
cblr-3425	388	44	contract	contract	NOUN
cblr-3425	388	45	assistant	assistant	NOUN
cblr-3425	388	46	representative	representative	NOUN
cblr-3425	388	47	(	(	PUNCT
cblr-3425	388	48	mar	mar	PROPN
cblr-3425	388	49	.	.	PROPN
cblr-3425	388	50	8	8	NUM
cblr-3425	388	51	,	,	PUNCT
cblr-3425	388	52	2018	2018	NUM
cblr-3425	388	53	)	)	PUNCT
cblr-3425	388	54	;	;	PUNCT
cblr-3425	388	55	telephone	telephone	NOUN
cblr-3425	388	56	interview	interview	NOUN
cblr-3425	388	57	with	with	ADP
cblr-3425	388	58	private	private	ADJ
cblr-3425	388	59	technology	technology	NOUN
cblr-3425	388	60	company	company	NOUN
cblr-3425	388	61	representative	representative	NOUN
cblr-3425	388	62	,	,	PUNCT
cblr-3425	388	63	supra	supra	PROPN
cblr-3425	388	64	note	note	PROPN
cblr-3425	388	65	90	90	NUM
cblr-3425	388	66	;	;	PUNCT
cblr-3425	388	67	telephone	telephone	NOUN
cblr-3425	388	68	interview	interview	NOUN
cblr-3425	388	69	with	with	ADP
cblr-3425	388	70	public	public	ADJ
cblr-3425	388	71	technology	technology	NOUN
cblr-3425	388	72	company	company	NOUN
cblr-3425	388	73	representative	representative	NOUN
cblr-3425	388	74	(	(	PUNCT
cblr-3425	388	75	apr	apr	NOUN
cblr-3425	388	76	.	.	PROPN
cblr-3425	388	77	4	4	NUM
cblr-3425	388	78	,	,	PUNCT
cblr-3425	388	79	2018	2018	NUM
cblr-3425	388	80	)	)	PUNCT
cblr-3425	388	81	;	;	PUNCT
cblr-3425	388	82	telephone	telephone	NOUN
cblr-3425	388	83	interview	interview	NOUN
cblr-3425	388	84	with	with	ADP
cblr-3425	388	85	public	public	ADJ
cblr-3425	388	86	technology	technology	NOUN
cblr-3425	388	87	company	company	NOUN
cblr-3425	388	88	representative	representative	NOUN
cblr-3425	388	89	,	,	PUNCT
cblr-3425	388	90	supra	supra	PROPN
cblr-3425	388	91	note	note	NOUN
cblr-3425	388	92	87	87	NUM
cblr-3425	388	93	.	.	PUNCT
cblr-3425	389	1	no	no	INTJ
cblr-3425	389	2	.	.	NOUN
cblr-3425	389	3	2:621	2:621	NUM
cblr-3425	389	4	]	]	X
cblr-3425	389	5	predictive	predictive	ADJ
cblr-3425	389	6	contracting	contract	VERB
cblr-3425	389	7	653	653	NUM
cblr-3425	389	8	review	review	NOUN
cblr-3425	389	9	contracts	contract	NOUN
cblr-3425	389	10	after	after	ADP
cblr-3425	389	11	signing	sign	VERB
cblr-3425	389	12	for	for	ADP
cblr-3425	389	13	the	the	DET
cblr-3425	389	14	purpose	purpose	NOUN
cblr-3425	389	15	of	of	ADP
cblr-3425	389	16	entering	enter	VERB
cblr-3425	389	17	contract	contract	NOUN
cblr-3425	389	18	data	datum	NOUN
cblr-3425	389	19	into	into	ADP
cblr-3425	389	20	an	an	DET
cblr-3425	389	21	internal	internal	ADJ
cblr-3425	389	22	database.112	database.112	PROPN
cblr-3425	389	23	natural	natural	ADJ
cblr-3425	389	24	language	language	NOUN
cblr-3425	389	25	processing	processing	NOUN
cblr-3425	389	26	(	(	PUNCT
cblr-3425	389	27	nlp	nlp	NOUN
cblr-3425	389	28	)	)	PUNCT
cblr-3425	389	29	is	be	AUX
cblr-3425	389	30	a	a	DET
cblr-3425	389	31	category	category	NOUN
cblr-3425	389	32	of	of	ADP
cblr-3425	389	33	machine	machine	NOUN
cblr-3425	389	34	learning	learn	VERB
cblr-3425	389	35	research	research	NOUN
cblr-3425	389	36	focused	focus	VERB
cblr-3425	389	37	on	on	ADP
cblr-3425	389	38	enabling	enable	VERB
cblr-3425	389	39	computers	computer	NOUN
cblr-3425	389	40	to	to	PART
cblr-3425	389	41	understand	understand	VERB
cblr-3425	389	42	natural	natural	ADJ
cblr-3425	389	43	language	language	NOUN
cblr-3425	389	44	communication.113	communication.113	NOUN
cblr-3425	389	45	most	most	ADJ
cblr-3425	389	46	nlp	nlp	ADJ
cblr-3425	389	47	techniques	technique	NOUN
cblr-3425	389	48	are	be	AUX
cblr-3425	389	49	statistical	statistical	ADJ
cblr-3425	389	50	in	in	ADP
cblr-3425	389	51	nature.114	nature.114	NOUN
cblr-3425	389	52	drawing	drawing	NOUN
cblr-3425	389	53	on	on	ADP
cblr-3425	389	54	a	a	DET
cblr-3425	389	55	training	training	NOUN
cblr-3425	389	56	set	set	NOUN
cblr-3425	389	57	of	of	ADP
cblr-3425	389	58	existing	exist	VERB
cblr-3425	389	59	natural	natural	ADJ
cblr-3425	389	60	language	language	NOUN
cblr-3425	389	61	documents	document	NOUN
cblr-3425	389	62	,	,	PUNCT
cblr-3425	389	63	nlp	nlp	NOUN
cblr-3425	389	64	models	model	NOUN
cblr-3425	389	65	can	can	AUX
cblr-3425	389	66	be	be	AUX
cblr-3425	389	67	trained	train	VERB
cblr-3425	389	68	to	to	PART
cblr-3425	389	69	understand	understand	VERB
cblr-3425	389	70	natural	natural	ADJ
cblr-3425	389	71	language	language	NOUN
cblr-3425	389	72	text	text	NOUN
cblr-3425	389	73	based	base	VERB
cblr-3425	389	74	on	on	ADP
cblr-3425	389	75	statistical	statistical	ADJ
cblr-3425	389	76	relationships	relationship	NOUN
cblr-3425	389	77	between	between	ADP
cblr-3425	389	78	components	component	NOUN
cblr-3425	389	79	of	of	ADP
cblr-3425	389	80	the	the	DET
cblr-3425	389	81	text	text	NOUN
cblr-3425	389	82	such	such	ADJ
cblr-3425	389	83	as	as	ADP
cblr-3425	389	84	individual	individual	ADJ
cblr-3425	389	85	words	word	NOUN
cblr-3425	389	86	,	,	PUNCT
cblr-3425	389	87	groups	group	NOUN
cblr-3425	389	88	of	of	ADP
cblr-3425	389	89	words	word	NOUN
cblr-3425	389	90	,	,	PUNCT
cblr-3425	389	91	word	word	NOUN
cblr-3425	389	92	sequencing	sequencing	NOUN
cblr-3425	389	93	,	,	PUNCT
cblr-3425	389	94	and	and	CCONJ
cblr-3425	389	95	physical	physical	ADJ
cblr-3425	389	96	layout	layout	NOUN
cblr-3425	389	97	features	feature	VERB
cblr-3425	389	98	like	like	ADP
cblr-3425	389	99	paragraph	paragraph	NOUN
cblr-3425	389	100	breaks	break	NOUN
cblr-3425	389	101	and	and	CCONJ
cblr-3425	389	102	page	page	NOUN
cblr-3425	389	103	positioning.115	positioning.115	PROPN
cblr-3425	389	104	an	an	DET
cblr-3425	389	105	nlp	nlp	NOUN
cblr-3425	389	106	model	model	NOUN
cblr-3425	389	107	is	be	AUX
cblr-3425	389	108	often	often	ADV
cblr-3425	389	109	adjusted	adjust	VERB
cblr-3425	389	110	and	and	CCONJ
cblr-3425	389	111	retrained	retrain	VERB
cblr-3425	389	112	until	until	SCONJ
cblr-3425	389	113	it	it	PRON
cblr-3425	389	114	is	be	AUX
cblr-3425	389	115	sufficiently	sufficiently	ADV
cblr-3425	389	116	accurate	accurate	ADJ
cblr-3425	389	117	at	at	ADP
cblr-3425	389	118	understanding	understand	VERB
cblr-3425	389	119	natural	natural	ADJ
cblr-3425	389	120	language	language	NOUN
cblr-3425	389	121	text.116	text.116	ADP
cblr-3425	389	122	the	the	DET
cblr-3425	389	123	model	model	NOUN
cblr-3425	389	124	can	can	AUX
cblr-3425	389	125	then	then	ADV
cblr-3425	389	126	be	be	AUX
cblr-3425	389	127	used	use	VERB
cblr-3425	389	128	to	to	PART
cblr-3425	389	129	process	process	VERB
cblr-3425	389	130	new	new	ADJ
cblr-3425	389	131	natural	natural	ADJ
cblr-3425	389	132	language	language	NOUN
cblr-3425	389	133	documents	document	NOUN
cblr-3425	389	134	outside	outside	ADP
cblr-3425	389	135	of	of	ADP
cblr-3425	389	136	the	the	DET
cblr-3425	389	137	training	training	NOUN
cblr-3425	389	138	set	set	NOUN
cblr-3425	389	139	.	.	PUNCT
cblr-3425	390	1	in	in	ADP
cblr-3425	390	2	the	the	DET
cblr-3425	390	3	legal	legal	ADJ
cblr-3425	390	4	context	context	NOUN
cblr-3425	390	5	,	,	PUNCT
cblr-3425	390	6	nlp	nlp	NOUN
cblr-3425	390	7	has	have	AUX
cblr-3425	390	8	primarily	primarily	ADV
cblr-3425	390	9	been	be	AUX
cblr-3425	390	10	applied	apply	VERB
cblr-3425	390	11	to	to	ADP
cblr-3425	390	12	litigation	litigation	NOUN
cblr-3425	390	13	discovery	discovery	NOUN
cblr-3425	390	14	to	to	PART
cblr-3425	390	15	help	help	VERB
cblr-3425	390	16	human	human	ADJ
cblr-3425	390	17	document	document	NOUN
cblr-3425	390	18	reviewers	reviewer	NOUN
cblr-3425	390	19	sort	sort	VERB
cblr-3425	390	20	through	through	ADP
cblr-3425	390	21	massive	massive	ADJ
cblr-3425	390	22	amounts	amount	NOUN
cblr-3425	390	23	of	of	ADP
cblr-3425	390	24	discovery	discovery	NOUN
cblr-3425	390	25	documents.117	documents.117	VERB
cblr-3425	390	26	numerous	numerous	ADJ
cblr-3425	390	27	legal	legal	ADJ
cblr-3425	390	28	technology	technology	NOUN
cblr-3425	390	29	companies	company	NOUN
cblr-3425	390	30	have	have	AUX
cblr-3425	390	31	begun	begin	VERB
cblr-3425	390	32	to	to	PART
cblr-3425	390	33	use	use	VERB
cblr-3425	390	34	nlp	nlp	NOUN
cblr-3425	390	35	to	to	PART
cblr-3425	390	36	extract	extract	VERB
cblr-3425	390	37	structured	structured	ADJ
cblr-3425	390	38	contract	contract	NOUN
cblr-3425	390	39	term	term	NOUN
cblr-3425	390	40	data	datum	NOUN
cblr-3425	390	41	from	from	ADP
cblr-3425	390	42	natural	natural	ADJ
cblr-3425	390	43	112	112	NUM
cblr-3425	390	44	see	see	NOUN
cblr-3425	390	45	elisabeth	elisabeth	PROPN
cblr-3425	390	46	de	de	PROPN
cblr-3425	390	47	fontenay	fontenay	PROPN
cblr-3425	390	48	,	,	PUNCT
cblr-3425	390	49	law	law	NOUN
cblr-3425	390	50	firm	firm	NOUN
cblr-3425	390	51	selection	selection	NOUN
cblr-3425	390	52	and	and	CCONJ
cblr-3425	390	53	the	the	DET
cblr-3425	390	54	value	value	NOUN
cblr-3425	390	55	of	of	ADP
cblr-3425	390	56	transactional	transactional	ADJ
cblr-3425	390	57	lawyering	lawyering	NOUN
cblr-3425	390	58	,	,	PUNCT
cblr-3425	390	59	41	41	NUM
cblr-3425	390	60	j.	j.	PROPN
cblr-3425	390	61	corp	corp	PROPN
cblr-3425	390	62	.	.	PROPN
cblr-3425	390	63	l.	l.	PROPN
cblr-3425	390	64	393	393	NUM
cblr-3425	390	65	,	,	PUNCT
cblr-3425	390	66	397	397	NUM
cblr-3425	390	67	(	(	PUNCT
cblr-3425	390	68	2015	2015	NUM
cblr-3425	390	69	)	)	PUNCT
cblr-3425	390	70	.	.	PUNCT
cblr-3425	391	1	for	for	ADP
cblr-3425	391	2	example	example	NOUN
cblr-3425	391	3	,	,	PUNCT
cblr-3425	391	4	an	an	DET
cblr-3425	391	5	associate	associate	NOUN
cblr-3425	391	6	might	might	AUX
cblr-3425	391	7	note	note	VERB
cblr-3425	391	8	in	in	ADP
cblr-3425	391	9	the	the	DET
cblr-3425	391	10	database	database	NOUN
cblr-3425	391	11	whether	whether	SCONJ
cblr-3425	391	12	a	a	DET
cblr-3425	391	13	venture	venture	NOUN
cblr-3425	391	14	financing	financing	NOUN
cblr-3425	391	15	contract	contract	NOUN
cblr-3425	391	16	contains	contain	VERB
cblr-3425	391	17	an	an	DET
cblr-3425	391	18	anti	anti	ADJ
cblr-3425	391	19	-	-	ADJ
cblr-3425	391	20	dilution	dilution	ADJ
cblr-3425	391	21	provision	provision	NOUN
cblr-3425	391	22	,	,	PUNCT
cblr-3425	391	23	and	and	CCONJ
cblr-3425	391	24	if	if	SCONJ
cblr-3425	391	25	so	so	ADV
cblr-3425	391	26	,	,	PUNCT
cblr-3425	391	27	what	what	DET
cblr-3425	391	28	type	type	NOUN
cblr-3425	391	29	.	.	PUNCT
cblr-3425	392	1	113	113	NUM
cblr-3425	392	2	see	see	VERB
cblr-3425	392	3	surden	surden	NOUN
cblr-3425	392	4	,	,	PUNCT
cblr-3425	392	5	supra	supra	PROPN
cblr-3425	392	6	note	note	PROPN
cblr-3425	392	7	108	108	NUM
cblr-3425	392	8	,	,	PUNCT
cblr-3425	392	9	at	at	ADP
cblr-3425	392	10	643	643	NUM
cblr-3425	392	11	.	.	PUNCT
cblr-3425	393	1	for	for	ADP
cblr-3425	393	2	an	an	DET
cblr-3425	393	3	overview	overview	NOUN
cblr-3425	393	4	of	of	ADP
cblr-3425	393	5	nlp	nlp	NOUN
cblr-3425	393	6	,	,	PUNCT
cblr-3425	393	7	see	see	VERB
cblr-3425	393	8	generally	generally	ADV
cblr-3425	393	9	christopher	christopher	PROPN
cblr-3425	393	10	d.	d.	PROPN
cblr-3425	393	11	manning	manning	PROPN
cblr-3425	393	12	&	&	CCONJ
cblr-3425	393	13	hinrich	hinrich	PROPN
cblr-3425	393	14	schütze	schütze	PROPN
cblr-3425	393	15	,	,	PUNCT
cblr-3425	393	16	foundations	foundation	NOUN
cblr-3425	393	17	of	of	ADP
cblr-3425	393	18	statistical	statistical	ADJ
cblr-3425	393	19	natural	natural	ADJ
cblr-3425	393	20	language	language	NOUN
cblr-3425	393	21	processing	processing	NOUN
cblr-3425	393	22	3–5	3–5	NUM
cblr-3425	393	23	(	(	PUNCT
cblr-3425	393	24	1999	1999	NUM
cblr-3425	393	25	)	)	PUNCT
cblr-3425	393	26	;	;	PUNCT
cblr-3425	393	27	russell	russell	PROPN
cblr-3425	393	28	&	&	CCONJ
cblr-3425	393	29	norvig	norvig	PROPN
cblr-3425	393	30	,	,	PUNCT
cblr-3425	393	31	supra	supra	PROPN
cblr-3425	393	32	note	note	NOUN
cblr-3425	393	33	72	72	NUM
cblr-3425	393	34	,	,	PUNCT
cblr-3425	393	35	at	at	ADP
cblr-3425	393	36	860–67	860–67	NUM
cblr-3425	393	37	;	;	PUNCT
cblr-3425	393	38	robert	robert	PROPN
cblr-3425	393	39	dale	dale	PROPN
cblr-3425	393	40	,	,	PUNCT
cblr-3425	393	41	classical	classical	ADJ
cblr-3425	393	42	approaches	approach	NOUN
cblr-3425	393	43	to	to	ADP
cblr-3425	393	44	natural	natural	ADJ
cblr-3425	393	45	language	language	NOUN
cblr-3425	393	46	processing	processing	NOUN
cblr-3425	393	47	,	,	PUNCT
cblr-3425	393	48	in	in	ADP
cblr-3425	393	49	handbook	handbook	NOUN
cblr-3425	393	50	of	of	ADP
cblr-3425	393	51	natural	natural	ADJ
cblr-3425	393	52	language	language	NOUN
cblr-3425	393	53	processing	processing	NOUN
cblr-3425	393	54	1–7	1–7	NUM
cblr-3425	393	55	(	(	PUNCT
cblr-3425	393	56	nitin	nitin	PROPN
cblr-3425	393	57	indurkhya	indurkhya	PROPN
cblr-3425	393	58	&	&	CCONJ
cblr-3425	393	59	frederick	frederick	PROPN
cblr-3425	393	60	j.	j.	PROPN
cblr-3425	393	61	damerau	damerau	PROPN
cblr-3425	393	62	eds	eds	PROPN
cblr-3425	393	63	.	.	PROPN
cblr-3425	393	64	,	,	PUNCT
cblr-3425	393	65	2d	2d	PROPN
cblr-3425	393	66	ed	ed	NOUN
cblr-3425	393	67	.	.	PUNCT
cblr-3425	393	68	2010	2010	NUM
cblr-3425	393	69	)	)	PUNCT
cblr-3425	393	70	;	;	PUNCT
cblr-3425	393	71	prakash	prakash	PROPN
cblr-3425	393	72	m.	m.	PROPN
cblr-3425	393	73	nadkarni	nadkarni	PROPN
cblr-3425	393	74	,	,	PUNCT
cblr-3425	393	75	lucila	lucila	PROPN
cblr-3425	393	76	ohno	ohno	PROPN
cblr-3425	393	77	-	-	PUNCT
cblr-3425	393	78	machado	machado	PROPN
cblr-3425	393	79	&	&	CCONJ
cblr-3425	393	80	wendy	wendy	PROPN
cblr-3425	393	81	w.	w.	PROPN
cblr-3425	393	82	chapman	chapman	PROPN
cblr-3425	393	83	,	,	PUNCT
cblr-3425	393	84	natural	natural	ADJ
cblr-3425	393	85	language	language	NOUN
cblr-3425	393	86	processing	processing	NOUN
cblr-3425	393	87	:	:	PUNCT
cblr-3425	393	88	an	an	DET
cblr-3425	393	89	introduction	introduction	NOUN
cblr-3425	393	90	,	,	PUNCT
cblr-3425	393	91	18	18	NUM
cblr-3425	393	92	j.	j.	PROPN
cblr-3425	393	93	am	am	PROPN
cblr-3425	393	94	.	.	PUNCT
cblr-3425	394	1	med	med	PROPN
cblr-3425	394	2	.	.	PUNCT
cblr-3425	395	1	inform	inform	NOUN
cblr-3425	395	2	.	.	PUNCT
cblr-3425	396	1	ass’n	ass’n	PROPN
cblr-3425	396	2	544	544	NUM
cblr-3425	396	3	(	(	PUNCT
cblr-3425	396	4	2011	2011	NUM
cblr-3425	396	5	)	)	PUNCT
cblr-3425	396	6	.	.	PUNCT
cblr-3425	397	1	114	114	NUM
cblr-3425	397	2	see	see	VERB
cblr-3425	397	3	surden	surden	NOUN
cblr-3425	397	4	,	,	PUNCT
cblr-3425	397	5	supra	supra	PROPN
cblr-3425	397	6	note	note	PROPN
cblr-3425	397	7	108	108	NUM
cblr-3425	397	8	,	,	PUNCT
cblr-3425	397	9	at	at	ADP
cblr-3425	397	10	644	644	NUM
cblr-3425	397	11	.	.	PUNCT
cblr-3425	397	12	115	115	NUM
cblr-3425	397	13	telephone	telephone	NOUN
cblr-3425	397	14	interview	interview	NOUN
cblr-3425	397	15	with	with	ADP
cblr-3425	397	16	kira	kira	PROPN
cblr-3425	397	17	systems	systems	PROPN
cblr-3425	397	18	representative	representative	NOUN
cblr-3425	397	19	(	(	PUNCT
cblr-3425	397	20	mar	mar	PROPN
cblr-3425	397	21	.	.	PROPN
cblr-3425	397	22	5	5	NUM
cblr-3425	397	23	,	,	PUNCT
cblr-3425	397	24	2018	2018	NUM
cblr-3425	397	25	)	)	PUNCT
cblr-3425	397	26	;	;	PUNCT
cblr-3425	397	27	telephone	telephone	NOUN
cblr-3425	397	28	interview	interview	NOUN
cblr-3425	397	29	with	with	ADP
cblr-3425	397	30	kira	kira	PROPN
cblr-3425	397	31	systems	systems	PROPN
cblr-3425	397	32	representative	representative	NOUN
cblr-3425	397	33	,	,	PUNCT
cblr-3425	397	34	supra	supra	PROPN
cblr-3425	397	35	note	note	NOUN
cblr-3425	397	36	60	60	NUM
cblr-3425	397	37	.	.	PUNCT
cblr-3425	398	1	116	116	NUM
cblr-3425	398	2	telephone	telephone	NOUN
cblr-3425	398	3	interview	interview	NOUN
cblr-3425	398	4	with	with	ADP
cblr-3425	398	5	lawgeex	lawgeex	PROPN
cblr-3425	398	6	representative	representative	NOUN
cblr-3425	398	7	(	(	PUNCT
cblr-3425	398	8	mar	mar	PROPN
cblr-3425	398	9	.	.	PROPN
cblr-3425	398	10	8	8	NUM
cblr-3425	398	11	,	,	PUNCT
cblr-3425	398	12	2018	2018	NUM
cblr-3425	398	13	)	)	PUNCT
cblr-3425	398	14	;	;	PUNCT
cblr-3425	398	15	telephone	telephone	NOUN
cblr-3425	398	16	interview	interview	NOUN
cblr-3425	398	17	with	with	ADP
cblr-3425	398	18	legalsifter	legalsifter	NOUN
cblr-3425	398	19	representative	representative	NOUN
cblr-3425	398	20	(	(	PUNCT
cblr-3425	398	21	mar	mar	PROPN
cblr-3425	398	22	.	.	PROPN
cblr-3425	398	23	14	14	NUM
cblr-3425	398	24	,	,	PUNCT
cblr-3425	398	25	2018	2018	NUM
cblr-3425	398	26	)	)	PUNCT
cblr-3425	398	27	.	.	PUNCT
cblr-3425	399	1	117	117	NUM
cblr-3425	399	2	see	see	VERB
cblr-3425	399	3	surden	surden	NOUN
cblr-3425	399	4	,	,	PUNCT
cblr-3425	399	5	supra	supra	PROPN
cblr-3425	399	6	note	note	PROPN
cblr-3425	399	7	108	108	NUM
cblr-3425	399	8	,	,	PUNCT
cblr-3425	399	9	at	at	ADP
cblr-3425	399	10	644	644	NUM
cblr-3425	399	11	.	.	PUNCT
cblr-3425	399	12	654	654	NUM
cblr-3425	399	13	columbia	columbia	PROPN
cblr-3425	399	14	business	business	NOUN
cblr-3425	399	15	law	law	PROPN
cblr-3425	399	16	review	review	NOUN
cblr-3425	399	17	[	[	X
cblr-3425	399	18	vol	vol	NOUN
cblr-3425	399	19	.	.	PUNCT
cblr-3425	399	20	2019	2019	NUM
cblr-3425	399	21	language	language	NOUN
cblr-3425	399	22	contracts.118	contracts.118	X
cblr-3425	399	23	using	use	VERB
cblr-3425	399	24	nlp	nlp	NOUN
cblr-3425	399	25	to	to	PART
cblr-3425	399	26	generate	generate	VERB
cblr-3425	399	27	structured	structured	ADJ
cblr-3425	399	28	contract	contract	NOUN
cblr-3425	399	29	term	term	NOUN
cblr-3425	399	30	data	datum	NOUN
cblr-3425	399	31	is	be	AUX
cblr-3425	399	32	far	far	ADV
cblr-3425	399	33	more	more	ADV
cblr-3425	399	34	efficient	efficient	ADJ
cblr-3425	399	35	,	,	PUNCT
cblr-3425	399	36	cost	cost	NOUN
cblr-3425	399	37	-	-	PUNCT
cblr-3425	399	38	effective	effective	ADJ
cblr-3425	399	39	and	and	CCONJ
cblr-3425	399	40	scalable	scalable	ADJ
cblr-3425	399	41	than	than	ADP
cblr-3425	399	42	the	the	DET
cblr-3425	399	43	manual	manual	ADJ
cblr-3425	399	44	alternative	alternative	NOUN
cblr-3425	399	45	.	.	PUNCT
cblr-3425	400	1	many	many	ADJ
cblr-3425	400	2	legal	legal	ADJ
cblr-3425	400	3	nlp	nlp	NOUN
cblr-3425	400	4	companies	company	NOUN
cblr-3425	400	5	also	also	ADV
cblr-3425	400	6	create	create	VERB
cblr-3425	400	7	application	application	NOUN
cblr-3425	400	8	programming	programming	NOUN
cblr-3425	400	9	interfaces	interface	NOUN
cblr-3425	400	10	(	(	PUNCT
cblr-3425	400	11	“	"	PUNCT
cblr-3425	400	12	apis	apis	PROPN
cblr-3425	400	13	”	"	PUNCT
cblr-3425	400	14	)	)	PUNCT
cblr-3425	400	15	that	that	PRON
cblr-3425	400	16	allow	allow	VERB
cblr-3425	400	17	their	their	PRON
cblr-3425	400	18	products	product	NOUN
cblr-3425	400	19	to	to	PART
cblr-3425	400	20	integrate	integrate	VERB
cblr-3425	400	21	with	with	ADP
cblr-3425	400	22	contract	contract	NOUN
cblr-3425	400	23	management	management	NOUN
cblr-3425	400	24	systems.119	systems.119	NOUN
cblr-3425	400	25	this	this	PRON
cblr-3425	400	26	enables	enable	VERB
cblr-3425	400	27	a	a	DET
cblr-3425	400	28	company	company	NOUN
cblr-3425	400	29	to	to	PART
cblr-3425	400	30	track	track	VERB
cblr-3425	400	31	and	and	CCONJ
cblr-3425	400	32	use	use	VERB
cblr-3425	400	33	the	the	DET
cblr-3425	400	34	contract	contract	NOUN
cblr-3425	400	35	data	datum	NOUN
cblr-3425	400	36	obtained	obtain	VERB
cblr-3425	400	37	via	via	ADP
cblr-3425	400	38	nlp	nlp	NOUN
cblr-3425	400	39	within	within	ADP
cblr-3425	400	40	its	its	PRON
cblr-3425	400	41	contract	contract	NOUN
cblr-3425	400	42	management	management	NOUN
cblr-3425	400	43	system	system	NOUN
cblr-3425	400	44	.	.	PUNCT
cblr-3425	401	1	while	while	SCONJ
cblr-3425	401	2	non	non	ADJ
cblr-3425	401	3	-	-	ADJ
cblr-3425	401	4	legal	legal	ADJ
cblr-3425	401	5	nlp	nlp	NOUN
cblr-3425	401	6	companies	company	NOUN
cblr-3425	401	7	often	often	ADV
cblr-3425	401	8	use	use	VERB
cblr-3425	401	9	off	off	ADP
cblr-3425	401	10	-	-	PUNCT
cblr-3425	401	11	the	the	DET
cblr-3425	401	12	-	-	PUNCT
cblr-3425	401	13	shelf	shelf	NOUN
cblr-3425	401	14	nlp	nlp	NOUN
cblr-3425	401	15	software,120	software,120	NOUN
cblr-3425	401	16	legal	legal	ADJ
cblr-3425	401	17	nlp	nlp	NOUN
cblr-3425	401	18	companies	company	NOUN
cblr-3425	401	19	must	must	AUX
cblr-3425	401	20	typically	typically	ADV
cblr-3425	401	21	create	create	VERB
cblr-3425	401	22	their	their	PRON
cblr-3425	401	23	own	own	ADJ
cblr-3425	401	24	models	model	NOUN
cblr-3425	401	25	due	due	ADP
cblr-3425	401	26	to	to	ADP
cblr-3425	401	27	the	the	DET
cblr-3425	401	28	highly	highly	ADV
cblr-3425	401	29	technical	technical	ADJ
cblr-3425	401	30	and	and	CCONJ
cblr-3425	401	31	unnatural	unnatural	ADJ
cblr-3425	401	32	nature	nature	NOUN
cblr-3425	401	33	of	of	ADP
cblr-3425	401	34	legalese.121	legalese.121	NOUN
cblr-3425	401	35	for	for	ADP
cblr-3425	401	36	example	example	NOUN
cblr-3425	401	37	,	,	PUNCT
cblr-3425	401	38	lawgeex	lawgeex	PROPN
cblr-3425	401	39	developed	develop	VERB
cblr-3425	401	40	their	their	PRON
cblr-3425	401	41	own	own	ADJ
cblr-3425	401	42	nlp	nlp	NOUN
cblr-3425	401	43	model	model	NOUN
cblr-3425	401	44	specifically	specifically	ADV
cblr-3425	401	45	for	for	ADP
cblr-3425	401	46	understanding	understand	VERB
cblr-3425	401	47	contractual	contractual	ADJ
cblr-3425	401	48	legalese	legalese	NOUN
cblr-3425	401	49	called	call	VERB
cblr-3425	401	50	legalese	legalese	ADJ
cblr-3425	401	51	language	language	NOUN
cblr-3425	401	52	processing	processing	NOUN
cblr-3425	401	53	(	(	PUNCT
cblr-3425	401	54	“	"	PUNCT
cblr-3425	401	55	llp”).122	llp”).122	PROPN
cblr-3425	401	56	lawgeex	lawgeex	NOUN
cblr-3425	401	57	’s	’s	PART
cblr-3425	401	58	proprietary	proprietary	ADJ
cblr-3425	401	59	llp	llp	PROPN
cblr-3425	401	60	model	model	NOUN
cblr-3425	401	61	was	be	AUX
cblr-3425	401	62	trained	train	VERB
cblr-3425	401	63	for	for	ADP
cblr-3425	401	64	over	over	ADP
cblr-3425	401	65	three	three	NUM
cblr-3425	401	66	years	year	NOUN
cblr-3425	401	67	on	on	ADP
cblr-3425	401	68	over	over	ADP
cblr-3425	401	69	400,000	400,000	NUM
cblr-3425	401	70	contracts	contract	NOUN
cblr-3425	401	71	to	to	PART
cblr-3425	401	72	understand	understand	VERB
cblr-3425	401	73	the	the	DET
cblr-3425	401	74	unique	unique	ADJ
cblr-3425	401	75	phrasing	phrasing	NOUN
cblr-3425	401	76	,	,	PUNCT
cblr-3425	401	77	sentence	sentence	NOUN
cblr-3425	401	78	structure	structure	NOUN
cblr-3425	401	79	,	,	PUNCT
cblr-3425	401	80	and	and	CCONJ
cblr-3425	401	81	terminology	terminology	NOUN
cblr-3425	401	82	of	of	ADP
cblr-3425	401	83	contractual	contractual	ADJ
cblr-3425	401	84	legalese.123	legalese.123	NOUN
cblr-3425	401	85	the	the	DET
cblr-3425	401	86	main	main	ADJ
cblr-3425	401	87	differentiating	differentiate	VERB
cblr-3425	401	88	factor	factor	NOUN
cblr-3425	401	89	among	among	ADP
cblr-3425	401	90	legal	legal	ADJ
cblr-3425	401	91	nlp	nlp	NOUN
cblr-3425	401	92	products	product	NOUN
cblr-3425	401	93	is	be	AUX
cblr-3425	401	94	whether	whether	SCONJ
cblr-3425	401	95	the	the	DET
cblr-3425	401	96	nlp	nlp	NOUN
cblr-3425	401	97	model	model	NOUN
cblr-3425	401	98	is	be	AUX
cblr-3425	401	99	pretrained	pretraine	VERB
cblr-3425	401	100	.	.	PUNCT
cblr-3425	402	1	pretrained	pretraine	VERB
cblr-3425	402	2	(	(	PUNCT
cblr-3425	402	3	also	also	ADV
cblr-3425	402	4	known	know	VERB
cblr-3425	402	5	as	as	ADP
cblr-3425	402	6	“	"	PUNCT
cblr-3425	402	7	out	out	ADP
cblr-3425	402	8	-	-	PUNCT
cblr-3425	402	9	of	of	ADP
cblr-3425	402	10	-	-	PUNCT
cblr-3425	402	11	the	the	DET
cblr-3425	402	12	-	-	PUNCT
cblr-3425	402	13	box	box	NOUN
cblr-3425	402	14	”	"	PUNCT
cblr-3425	402	15	)	)	PUNCT
cblr-3425	402	16	models	model	NOUN
cblr-3425	402	17	are	be	AUX
cblr-3425	402	18	typically	typically	ADV
cblr-3425	402	19	trained	train	VERB
cblr-3425	402	20	on	on	ADP
cblr-3425	402	21	large	large	ADJ
cblr-3425	402	22	data	datum	NOUN
cblr-3425	402	23	sets	set	NOUN
cblr-3425	402	24	(	(	PUNCT
cblr-3425	402	25	thousands	thousand	NOUN
cblr-3425	402	26	,	,	PUNCT
cblr-3425	402	27	tens	ten	NOUN
cblr-3425	402	28	of	of	ADP
cblr-3425	402	29	thousands	thousand	NOUN
cblr-3425	402	30	,	,	PUNCT
cblr-3425	402	31	or	or	CCONJ
cblr-3425	402	32	even	even	ADV
cblr-3425	402	33	hundreds	hundred	NOUN
cblr-3425	402	34	of	of	ADP
cblr-3425	402	35	thousands	thousand	NOUN
cblr-3425	402	36	)	)	PUNCT
cblr-3425	402	37	of	of	ADP
cblr-3425	402	38	relatively	relatively	ADV
cblr-3425	402	39	simple	simple	ADJ
cblr-3425	402	40	contracts	contract	NOUN
cblr-3425	402	41	such	such	ADJ
cblr-3425	402	42	as	as	ADP
cblr-3425	402	43	118	118	NUM
cblr-3425	402	44	see	see	VERB
cblr-3425	402	45	our	our	PRON
cblr-3425	402	46	services	service	NOUN
cblr-3425	402	47	,	,	PUNCT
cblr-3425	402	48	contractstandards	contractstandard	NOUN
cblr-3425	402	49	,	,	PUNCT
cblr-3425	402	50	https://www.contract	https://www.contract	NOUN
cblr-3425	402	51	standards.com/services	standards.com/service	NOUN
cblr-3425	403	1	[	[	X
cblr-3425	403	2	https://perma.cc/48yc-3r3v	https://perma.cc/48yc-3r3v	X
cblr-3425	403	3	]	]	X
cblr-3425	403	4	;	;	PUNCT
cblr-3425	403	5	ebrevia	ebrevia	PROPN
cblr-3425	403	6	,	,	PUNCT
cblr-3425	403	7	https://ebrevia.com	https://ebrevia.com	X
cblr-3425	403	8	[	[	X
cblr-3425	403	9	https://perma.cc/6k6k-h8t8	https://perma.cc/6k6k-h8t8	X
cblr-3425	403	10	]	]	PUNCT
cblr-3425	403	11	;	;	PUNCT
cblr-3425	403	12	how	how	SCONJ
cblr-3425	403	13	kira	kira	PROPN
cblr-3425	403	14	works	works	PROPN
cblr-3425	403	15	,	,	PUNCT
cblr-3425	403	16	kira	kira	PROPN
cblr-3425	403	17	systems	systems	PROPN
cblr-3425	403	18	,	,	PUNCT
cblr-3425	403	19	https://www.kirasystems.com/how-it-works	https://www.kirasystems.com/how-it-work	NOUN
cblr-3425	403	20	[	[	X
cblr-3425	403	21	https://perma.cc/n9n9-cxuu	https://perma.cc/n9n9-cxuu	X
cblr-3425	403	22	]	]	X
cblr-3425	403	23	;	;	PUNCT
cblr-3425	403	24	lawgeex	lawgeex	PROPN
cblr-3425	403	25	,	,	PUNCT
cblr-3425	403	26	https://www.lawgeex.com	https://www.lawgeex.com	X
cblr-3425	404	1	[	[	X
cblr-3425	404	2	https://perma.cc/zm36-gg3u	https://perma.cc/zm36-gg3u	X
cblr-3425	404	3	]	]	X
cblr-3425	404	4	;	;	PUNCT
cblr-3425	404	5	legal	legal	ADJ
cblr-3425	404	6	robot	robot	NOUN
cblr-3425	404	7	,	,	PUNCT
cblr-3425	404	8	https://www.legalrobot.com	https://www.legalrobot.com	X
cblr-3425	405	1	[	[	X
cblr-3425	405	2	https://perma.cc/k3tl-wjtk	https://perma.cc/k3tl-wjtk	NOUN
cblr-3425	405	3	]	]	X
cblr-3425	405	4	;	;	PUNCT
cblr-3425	405	5	legalsifter	legalsifter	NOUN
cblr-3425	405	6	,	,	PUNCT
cblr-3425	405	7	https://www.legalsifter.com	https://www.legalsifter.com	X
cblr-3425	406	1	[	[	X
cblr-3425	406	2	https://perma.cc/q2w9-hm7q	https://perma.cc/q2w9-hm7q	X
cblr-3425	406	3	]	]	X
cblr-3425	406	4	.	.	PUNCT
cblr-3425	407	1	119	119	NUM
cblr-3425	407	2	telephone	telephone	NOUN
cblr-3425	407	3	interview	interview	NOUN
cblr-3425	407	4	with	with	ADP
cblr-3425	407	5	kira	kira	PROPN
cblr-3425	407	6	systems	systems	PROPN
cblr-3425	407	7	representative	representative	NOUN
cblr-3425	407	8	,	,	PUNCT
cblr-3425	407	9	supra	supra	PROPN
cblr-3425	407	10	note	note	NOUN
cblr-3425	407	11	115	115	NUM
cblr-3425	407	12	;	;	PUNCT
cblr-3425	407	13	telephone	telephone	NOUN
cblr-3425	407	14	interview	interview	NOUN
cblr-3425	407	15	with	with	ADP
cblr-3425	407	16	contract	contract	NOUN
cblr-3425	407	17	standards	standard	NOUN
cblr-3425	407	18	representative	representative	NOUN
cblr-3425	407	19	,	,	PUNCT
cblr-3425	407	20	supra	supra	PROPN
cblr-3425	407	21	note	note	PROPN
cblr-3425	407	22	58	58	NUM
cblr-3425	407	23	;	;	PUNCT
cblr-3425	407	24	telephone	telephone	NOUN
cblr-3425	407	25	interview	interview	NOUN
cblr-3425	407	26	with	with	ADP
cblr-3425	407	27	beagle	beagle	NOUN
cblr-3425	407	28	representative	representative	NOUN
cblr-3425	407	29	(	(	PUNCT
cblr-3425	407	30	mar	mar	PROPN
cblr-3425	407	31	.	.	PROPN
cblr-3425	407	32	9	9	NUM
cblr-3425	407	33	,	,	PUNCT
cblr-3425	407	34	2018	2018	NUM
cblr-3425	407	35	)	)	PUNCT
cblr-3425	407	36	;	;	PUNCT
cblr-3425	407	37	telephone	telephone	NOUN
cblr-3425	407	38	interview	interview	NOUN
cblr-3425	407	39	with	with	ADP
cblr-3425	407	40	ebrevia	ebrevia	PROPN
cblr-3425	407	41	representative	representative	PROPN
cblr-3425	407	42	(	(	PUNCT
cblr-3425	407	43	apr	apr	PROPN
cblr-3425	407	44	.	.	PROPN
cblr-3425	407	45	6	6	NUM
cblr-3425	407	46	,	,	PUNCT
cblr-3425	407	47	2018	2018	NUM
cblr-3425	407	48	)	)	PUNCT
cblr-3425	407	49	.	.	PUNCT
cblr-3425	408	1	120	120	NUM
cblr-3425	408	2	telephone	telephone	NOUN
cblr-3425	408	3	interview	interview	NOUN
cblr-3425	408	4	with	with	ADP
cblr-3425	408	5	legal	legal	ADJ
cblr-3425	408	6	robot	robot	NOUN
cblr-3425	408	7	representative	representative	NOUN
cblr-3425	408	8	(	(	PUNCT
cblr-3425	408	9	mar	mar	PROPN
cblr-3425	408	10	.	.	PROPN
cblr-3425	408	11	14	14	NUM
cblr-3425	408	12	,	,	PUNCT
cblr-3425	408	13	2018	2018	NUM
cblr-3425	408	14	)	)	PUNCT
cblr-3425	408	15	.	.	PUNCT
cblr-3425	409	1	121	121	NUM
cblr-3425	409	2	telephone	telephone	NOUN
cblr-3425	409	3	interview	interview	NOUN
cblr-3425	409	4	with	with	ADP
cblr-3425	409	5	lawgeex	lawgeex	PROPN
cblr-3425	409	6	representative	representative	PROPN
cblr-3425	409	7	(	(	PUNCT
cblr-3425	409	8	apr	apr	NOUN
cblr-3425	409	9	.	.	PROPN
cblr-3425	409	10	11	11	NUM
cblr-3425	409	11	,	,	PUNCT
cblr-3425	409	12	2018	2018	NUM
cblr-3425	409	13	)	)	PUNCT
cblr-3425	409	14	.	.	PUNCT
cblr-3425	410	1	122	122	NUM
cblr-3425	411	1	i	i	PRON
cblr-3425	411	2	d.	d.	PROPN
cblr-3425	411	3	123	123	NUM
cblr-3425	411	4	i	i	PROPN
cblr-3425	411	5	d.	d.	PROPN
cblr-3425	411	6	;	;	PUNCT
cblr-3425	411	7	see	see	VERB
cblr-3425	411	8	also	also	ADV
cblr-3425	411	9	telephone	telephone	NOUN
cblr-3425	411	10	interview	interview	NOUN
cblr-3425	411	11	with	with	ADP
cblr-3425	411	12	lawgeex	lawgeex	PROPN
cblr-3425	411	13	representative	representative	NOUN
cblr-3425	411	14	(	(	PUNCT
cblr-3425	411	15	mar	mar	PROPN
cblr-3425	411	16	.	.	PROPN
cblr-3425	411	17	8	8	NUM
cblr-3425	411	18	,	,	PUNCT
cblr-3425	411	19	2018	2018	NUM
cblr-3425	411	20	)	)	PUNCT
cblr-3425	411	21	.	.	PUNCT
cblr-3425	412	1	no	no	INTJ
cblr-3425	412	2	.	.	NOUN
cblr-3425	412	3	2:621	2:621	NUM
cblr-3425	412	4	]	]	X
cblr-3425	412	5	predictive	predictive	ADJ
cblr-3425	412	6	contracting	contract	VERB
cblr-3425	412	7	655	655	NUM
cblr-3425	412	8	sales	sale	NOUN
cblr-3425	412	9	and	and	CCONJ
cblr-3425	412	10	nondisclosure	nondisclosure	NOUN
cblr-3425	412	11	agreements.124	agreements.124	VERB
cblr-3425	412	12	for	for	ADP
cblr-3425	412	13	example	example	NOUN
cblr-3425	412	14	,	,	PUNCT
cblr-3425	412	15	contract	contract	NOUN
cblr-3425	412	16	standards	standard	NOUN
cblr-3425	412	17	trained	train	VERB
cblr-3425	412	18	its	its	PRON
cblr-3425	412	19	pretrained	pretraine	VERB
cblr-3425	412	20	model	model	NOUN
cblr-3425	412	21	on	on	ADP
cblr-3425	412	22	publicly	publicly	ADV
cblr-3425	412	23	available	available	ADJ
cblr-3425	412	24	contracts	contract	NOUN
cblr-3425	412	25	obtained	obtain	VERB
cblr-3425	412	26	through	through	ADP
cblr-3425	412	27	the	the	DET
cblr-3425	412	28	securities	securities	PROPN
cblr-3425	412	29	and	and	CCONJ
cblr-3425	412	30	exchange	exchange	PROPN
cblr-3425	412	31	commission	commission	PROPN
cblr-3425	412	32	’s	’s	PART
cblr-3425	412	33	edgar	edgar	NOUN
cblr-3425	412	34	database.125	database.125	VERB
cblr-3425	412	35	the	the	DET
cblr-3425	412	36	advantage	advantage	NOUN
cblr-3425	412	37	of	of	ADP
cblr-3425	412	38	pretrained	pretraine	VERB
cblr-3425	412	39	models	model	NOUN
cblr-3425	412	40	is	be	AUX
cblr-3425	412	41	that	that	SCONJ
cblr-3425	412	42	users	user	NOUN
cblr-3425	412	43	can	can	AUX
cblr-3425	412	44	apply	apply	VERB
cblr-3425	412	45	them	they	PRON
cblr-3425	412	46	immediately	immediately	ADV
cblr-3425	412	47	without	without	ADP
cblr-3425	412	48	having	have	VERB
cblr-3425	412	49	to	to	PART
cblr-3425	412	50	train	train	VERB
cblr-3425	412	51	the	the	DET
cblr-3425	412	52	models	model	NOUN
cblr-3425	412	53	themselves.126	themselves.126	VERB
cblr-3425	412	54	the	the	DET
cblr-3425	412	55	downside	downside	NOUN
cblr-3425	412	56	,	,	PUNCT
cblr-3425	412	57	however	however	ADV
cblr-3425	412	58	,	,	PUNCT
cblr-3425	412	59	is	be	AUX
cblr-3425	412	60	that	that	SCONJ
cblr-3425	412	61	pretrained	pretraine	VERB
cblr-3425	412	62	models	model	NOUN
cblr-3425	412	63	can	can	AUX
cblr-3425	412	64	not	not	PART
cblr-3425	412	65	be	be	AUX
cblr-3425	412	66	used	use	VERB
cblr-3425	412	67	to	to	PART
cblr-3425	412	68	understand	understand	VERB
cblr-3425	412	69	types	type	NOUN
cblr-3425	412	70	of	of	ADP
cblr-3425	412	71	contracts	contract	NOUN
cblr-3425	412	72	and	and	CCONJ
cblr-3425	412	73	terms	term	NOUN
cblr-3425	412	74	that	that	PRON
cblr-3425	412	75	are	be	AUX
cblr-3425	412	76	not	not	PART
cblr-3425	412	77	contained	contain	VERB
cblr-3425	412	78	within	within	ADP
cblr-3425	412	79	the	the	DET
cblr-3425	412	80	supplied	supply	VERB
cblr-3425	412	81	training	training	NOUN
cblr-3425	412	82	set.127	set.127	NOUN
cblr-3425	412	83	as	as	ADP
cblr-3425	412	84	a	a	DET
cblr-3425	412	85	result	result	NOUN
cblr-3425	412	86	,	,	PUNCT
cblr-3425	412	87	pretrained	pretraine	VERB
cblr-3425	412	88	models	model	NOUN
cblr-3425	412	89	are	be	AUX
cblr-3425	412	90	not	not	PART
cblr-3425	412	91	applicable	applicable	ADJ
cblr-3425	412	92	for	for	ADP
cblr-3425	412	93	more	more	ADJ
cblr-3425	412	94	niche	niche	NOUN
cblr-3425	412	95	and	and	CCONJ
cblr-3425	412	96	complex	complex	ADJ
cblr-3425	412	97	types	type	NOUN
cblr-3425	412	98	of	of	ADP
cblr-3425	412	99	contracts	contract	NOUN
cblr-3425	412	100	.	.	PUNCT
cblr-3425	413	1	user	user	NOUN
cblr-3425	413	2	-	-	PUNCT
cblr-3425	413	3	trained	train	VERB
cblr-3425	413	4	models	model	NOUN
cblr-3425	413	5	,	,	PUNCT
cblr-3425	413	6	on	on	ADP
cblr-3425	413	7	the	the	DET
cblr-3425	413	8	other	other	ADJ
cblr-3425	413	9	hand	hand	NOUN
cblr-3425	413	10	,	,	PUNCT
cblr-3425	413	11	can	can	AUX
cblr-3425	413	12	be	be	AUX
cblr-3425	413	13	applied	apply	VERB
cblr-3425	413	14	to	to	ADP
cblr-3425	413	15	any	any	DET
cblr-3425	413	16	type	type	NOUN
cblr-3425	413	17	of	of	ADP
cblr-3425	413	18	contract	contract	NOUN
cblr-3425	413	19	,	,	PUNCT
cblr-3425	413	20	but	but	CCONJ
cblr-3425	413	21	the	the	DET
cblr-3425	413	22	user	user	NOUN
cblr-3425	413	23	must	must	AUX
cblr-3425	413	24	supply	supply	VERB
cblr-3425	413	25	the	the	DET
cblr-3425	413	26	contracts	contract	NOUN
cblr-3425	413	27	that	that	PRON
cblr-3425	413	28	make	make	VERB
cblr-3425	413	29	up	up	ADP
cblr-3425	413	30	the	the	DET
cblr-3425	413	31	training	training	NOUN
cblr-3425	413	32	set.128	set.128	NOUN
cblr-3425	413	33	the	the	DET
cblr-3425	413	34	number	number	NOUN
cblr-3425	413	35	of	of	ADP
cblr-3425	413	36	contracts	contract	NOUN
cblr-3425	413	37	needed	need	VERB
cblr-3425	413	38	for	for	ADP
cblr-3425	413	39	a	a	DET
cblr-3425	413	40	user	user	NOUN
cblr-3425	413	41	to	to	PART
cblr-3425	413	42	train	train	VERB
cblr-3425	413	43	a	a	DET
cblr-3425	413	44	model	model	NOUN
cblr-3425	413	45	with	with	ADP
cblr-3425	413	46	sufficient	sufficient	ADJ
cblr-3425	413	47	accuracy	accuracy	NOUN
cblr-3425	413	48	depends	depend	VERB
cblr-3425	413	49	on	on	ADP
cblr-3425	413	50	the	the	DET
cblr-3425	413	51	complexity	complexity	NOUN
cblr-3425	413	52	and	and	CCONJ
cblr-3425	413	53	variability	variability	NOUN
cblr-3425	413	54	of	of	ADP
cblr-3425	413	55	the	the	DET
cblr-3425	413	56	contract	contract	NOUN
cblr-3425	413	57	—	—	PUNCT
cblr-3425	413	58	the	the	DET
cblr-3425	413	59	more	more	ADV
cblr-3425	413	60	complex	complex	ADJ
cblr-3425	413	61	and	and	CCONJ
cblr-3425	413	62	variable	variable	ADJ
cblr-3425	413	63	the	the	DET
cblr-3425	413	64	terms	term	NOUN
cblr-3425	413	65	in	in	ADP
cblr-3425	413	66	the	the	DET
cblr-3425	413	67	contract	contract	NOUN
cblr-3425	413	68	,	,	PUNCT
cblr-3425	413	69	the	the	PRON
cblr-3425	413	70	larger	large	ADJ
cblr-3425	413	71	the	the	DET
cblr-3425	413	72	required	required	ADJ
cblr-3425	413	73	training	training	NOUN
cblr-3425	413	74	set.129	set.129	NOUN
cblr-3425	413	75	for	for	ADP
cblr-3425	413	76	example	example	NOUN
cblr-3425	413	77	,	,	PUNCT
cblr-3425	413	78	kira	kira	PROPN
cblr-3425	413	79	systems	systems	PROPN
cblr-3425	413	80	offers	offer	VERB
cblr-3425	413	81	a	a	DET
cblr-3425	413	82	user	user	NOUN
cblr-3425	413	83	-	-	PUNCT
cblr-3425	413	84	trained	train	VERB
cblr-3425	413	85	model	model	NOUN
cblr-3425	413	86	that	that	PRON
cblr-3425	413	87	can	can	AUX
cblr-3425	413	88	be	be	AUX
cblr-3425	413	89	applied	apply	VERB
cblr-3425	413	90	to	to	ADP
cblr-3425	413	91	any	any	DET
cblr-3425	413	92	type	type	NOUN
cblr-3425	413	93	of	of	ADP
cblr-3425	413	94	contract.130	contract.130	NOUN
cblr-3425	413	95	to	to	PART
cblr-3425	413	96	use	use	VERB
cblr-3425	413	97	the	the	DET
cblr-3425	413	98	model	model	NOUN
cblr-3425	413	99	,	,	PUNCT
cblr-3425	413	100	the	the	DET
cblr-3425	413	101	124	124	NUM
cblr-3425	413	102	telephone	telephone	NOUN
cblr-3425	413	103	interview	interview	NOUN
cblr-3425	413	104	with	with	ADP
cblr-3425	413	105	contract	contract	NOUN
cblr-3425	413	106	standards	standard	NOUN
cblr-3425	413	107	representative	representative	NOUN
cblr-3425	413	108	,	,	PUNCT
cblr-3425	413	109	supra	supra	PROPN
cblr-3425	413	110	note	note	PROPN
cblr-3425	413	111	58	58	NUM
cblr-3425	413	112	;	;	PUNCT
cblr-3425	413	113	telephone	telephone	NOUN
cblr-3425	413	114	interview	interview	NOUN
cblr-3425	413	115	with	with	ADP
cblr-3425	413	116	ebrevia	ebrevia	PROPN
cblr-3425	413	117	representative	representative	PROPN
cblr-3425	413	118	,	,	PUNCT
cblr-3425	413	119	supra	supra	PROPN
cblr-3425	413	120	note	note	PROPN
cblr-3425	413	121	119	119	NUM
cblr-3425	413	122	;	;	PUNCT
cblr-3425	413	123	telephone	telephone	NOUN
cblr-3425	413	124	interview	interview	NOUN
cblr-3425	413	125	with	with	ADP
cblr-3425	413	126	kira	kira	PROPN
cblr-3425	413	127	systems	systems	PROPN
cblr-3425	413	128	representative	representative	NOUN
cblr-3425	413	129	,	,	PUNCT
cblr-3425	413	130	supra	supra	PROPN
cblr-3425	413	131	note	note	NOUN
cblr-3425	413	132	115	115	NUM
cblr-3425	413	133	;	;	PUNCT
cblr-3425	413	134	telephone	telephone	NOUN
cblr-3425	413	135	interview	interview	NOUN
cblr-3425	413	136	with	with	ADP
cblr-3425	413	137	kira	kira	PROPN
cblr-3425	413	138	systems	systems	PROPN
cblr-3425	413	139	representative	representative	NOUN
cblr-3425	413	140	,	,	PUNCT
cblr-3425	413	141	supra	supra	PROPN
cblr-3425	413	142	note	note	NOUN
cblr-3425	413	143	60	60	NUM
cblr-3425	413	144	;	;	PUNCT
cblr-3425	413	145	telephone	telephone	NOUN
cblr-3425	413	146	interview	interview	NOUN
cblr-3425	413	147	with	with	ADP
cblr-3425	413	148	lawgeex	lawgeex	PROPN
cblr-3425	413	149	representative	representative	NOUN
cblr-3425	413	150	,	,	PUNCT
cblr-3425	413	151	supra	supra	PROPN
cblr-3425	413	152	note	note	NOUN
cblr-3425	413	153	123	123	NUM
cblr-3425	413	154	;	;	PUNCT
cblr-3425	413	155	telephone	telephone	NOUN
cblr-3425	413	156	interview	interview	NOUN
cblr-3425	413	157	with	with	ADP
cblr-3425	413	158	lawgeex	lawgeex	PROPN
cblr-3425	413	159	representative	representative	NOUN
cblr-3425	413	160	,	,	PUNCT
cblr-3425	413	161	supra	supra	PROPN
cblr-3425	413	162	note	note	PROPN
cblr-3425	413	163	121	121	NUM
cblr-3425	413	164	;	;	PUNCT
cblr-3425	413	165	telephone	telephone	NOUN
cblr-3425	413	166	interview	interview	NOUN
cblr-3425	413	167	with	with	ADP
cblr-3425	413	168	legalsifter	legalsifter	NOUN
cblr-3425	413	169	representative	representative	NOUN
cblr-3425	413	170	,	,	PUNCT
cblr-3425	413	171	supra	supra	PROPN
cblr-3425	413	172	note	note	NOUN
cblr-3425	413	173	116	116	NUM
cblr-3425	413	174	.	.	PUNCT
cblr-3425	414	1	125	125	NUM
cblr-3425	414	2	telephone	telephone	NOUN
cblr-3425	414	3	interview	interview	NOUN
cblr-3425	414	4	with	with	ADP
cblr-3425	414	5	contract	contract	NOUN
cblr-3425	414	6	standards	standard	NOUN
cblr-3425	414	7	representative	representative	NOUN
cblr-3425	414	8	,	,	PUNCT
cblr-3425	414	9	supra	supra	PROPN
cblr-3425	414	10	note	note	PROPN
cblr-3425	414	11	58	58	NUM
cblr-3425	414	12	;	;	PUNCT
cblr-3425	414	13	see	see	VERB
cblr-3425	414	14	filings	filing	NOUN
cblr-3425	414	15	&	&	CCONJ
cblr-3425	414	16	forms	form	NOUN
cblr-3425	414	17	,	,	PUNCT
cblr-3425	414	18	u.s	u.s	PROPN
cblr-3425	414	19	.	.	PROPN
cblr-3425	414	20	sec	sec	PROPN
cblr-3425	414	21	.	.	PROPN
cblr-3425	414	22	&	&	CCONJ
cblr-3425	414	23	exchange	exchange	PROPN
cblr-3425	414	24	commission	commission	PROPN
cblr-3425	414	25	,	,	PUNCT
cblr-3425	414	26	https://www.sec.gov/edgar.shtml	https://www.sec.gov/edgar.shtml	PROPN
cblr-3425	414	27	[	[	X
cblr-3425	414	28	https://perma.cc/gk9t-6539	https://perma.cc/gk9t-6539	NOUN
cblr-3425	414	29	]	]	PUNCT
cblr-3425	414	30	.	.	PUNCT
cblr-3425	415	1	126	126	NUM
cblr-3425	415	2	telephone	telephone	NOUN
cblr-3425	415	3	interview	interview	NOUN
cblr-3425	415	4	with	with	ADP
cblr-3425	415	5	lawgeex	lawgeex	PROPN
cblr-3425	415	6	representative	representative	NOUN
cblr-3425	415	7	,	,	PUNCT
cblr-3425	415	8	supra	supra	PROPN
cblr-3425	415	9	note	note	NOUN
cblr-3425	415	10	123	123	NUM
cblr-3425	415	11	;	;	PUNCT
cblr-3425	415	12	telephone	telephone	NOUN
cblr-3425	415	13	interview	interview	NOUN
cblr-3425	415	14	with	with	ADP
cblr-3425	415	15	lawgeex	lawgeex	PROPN
cblr-3425	415	16	representative	representative	NOUN
cblr-3425	415	17	,	,	PUNCT
cblr-3425	415	18	supra	supra	PROPN
cblr-3425	415	19	note	note	NOUN
cblr-3425	415	20	121	121	NUM
cblr-3425	415	21	.	.	PUNCT
cblr-3425	416	1	127	127	NUM
cblr-3425	416	2	telephone	telephone	NOUN
cblr-3425	416	3	interview	interview	NOUN
cblr-3425	416	4	with	with	ADP
cblr-3425	416	5	lawgeex	lawgeex	PROPN
cblr-3425	416	6	representative	representative	NOUN
cblr-3425	416	7	,	,	PUNCT
cblr-3425	416	8	supra	supra	PROPN
cblr-3425	416	9	note	note	NOUN
cblr-3425	416	10	123	123	NUM
cblr-3425	416	11	;	;	PUNCT
cblr-3425	416	12	telephone	telephone	NOUN
cblr-3425	416	13	interview	interview	NOUN
cblr-3425	416	14	with	with	ADP
cblr-3425	416	15	lawgeex	lawgeex	PROPN
cblr-3425	416	16	representative	representative	NOUN
cblr-3425	416	17	,	,	PUNCT
cblr-3425	416	18	supra	supra	PROPN
cblr-3425	416	19	note	note	NOUN
cblr-3425	416	20	121	121	NUM
cblr-3425	416	21	.	.	NOUN
cblr-3425	417	1	128	128	NUM
cblr-3425	417	2	telephone	telephone	NOUN
cblr-3425	417	3	interview	interview	NOUN
cblr-3425	417	4	with	with	ADP
cblr-3425	417	5	beagle	beagle	NOUN
cblr-3425	417	6	representative	representative	NOUN
cblr-3425	417	7	,	,	PUNCT
cblr-3425	417	8	supra	supra	PROPN
cblr-3425	417	9	note	note	PROPN
cblr-3425	417	10	119	119	NUM
cblr-3425	417	11	;	;	PUNCT
cblr-3425	417	12	telephone	telephone	NOUN
cblr-3425	417	13	interview	interview	NOUN
cblr-3425	417	14	with	with	ADP
cblr-3425	417	15	ebrevia	ebrevia	PROPN
cblr-3425	417	16	representative	representative	PROPN
cblr-3425	417	17	,	,	PUNCT
cblr-3425	417	18	supra	supra	PROPN
cblr-3425	417	19	note	note	PROPN
cblr-3425	417	20	119	119	NUM
cblr-3425	417	21	;	;	PUNCT
cblr-3425	417	22	telephone	telephone	NOUN
cblr-3425	417	23	interview	interview	NOUN
cblr-3425	417	24	with	with	ADP
cblr-3425	417	25	kira	kira	PROPN
cblr-3425	417	26	systems	systems	PROPN
cblr-3425	417	27	representative	representative	NOUN
cblr-3425	417	28	,	,	PUNCT
cblr-3425	417	29	supra	supra	PROPN
cblr-3425	417	30	note	note	NOUN
cblr-3425	417	31	115	115	NUM
cblr-3425	417	32	;	;	PUNCT
cblr-3425	417	33	telephone	telephone	NOUN
cblr-3425	417	34	interview	interview	NOUN
cblr-3425	417	35	with	with	ADP
cblr-3425	417	36	kira	kira	PROPN
cblr-3425	417	37	systems	systems	PROPN
cblr-3425	417	38	representative	representative	NOUN
cblr-3425	417	39	,	,	PUNCT
cblr-3425	417	40	supra	supra	PROPN
cblr-3425	417	41	note	note	NOUN
cblr-3425	417	42	60	60	NUM
cblr-3425	417	43	;	;	PUNCT
cblr-3425	417	44	telephone	telephone	NOUN
cblr-3425	417	45	interview	interview	NOUN
cblr-3425	417	46	with	with	ADP
cblr-3425	417	47	legalsifter	legalsifter	NOUN
cblr-3425	417	48	representative	representative	NOUN
cblr-3425	417	49	,	,	PUNCT
cblr-3425	417	50	supra	supra	PROPN
cblr-3425	417	51	note	note	NOUN
cblr-3425	417	52	116	116	NUM
cblr-3425	417	53	.	.	PUNCT
cblr-3425	418	1	129	129	NUM
cblr-3425	418	2	telephone	telephone	NOUN
cblr-3425	418	3	interview	interview	NOUN
cblr-3425	418	4	with	with	ADP
cblr-3425	418	5	ebrevia	ebrevia	PROPN
cblr-3425	418	6	representative	representative	PROPN
cblr-3425	418	7	,	,	PUNCT
cblr-3425	418	8	supra	supra	PROPN
cblr-3425	418	9	note	note	PROPN
cblr-3425	418	10	119	119	NUM
cblr-3425	418	11	.	.	NOUN
cblr-3425	418	12	130	130	NUM
cblr-3425	418	13	telephone	telephone	NOUN
cblr-3425	418	14	interview	interview	NOUN
cblr-3425	418	15	with	with	ADP
cblr-3425	418	16	kira	kira	PROPN
cblr-3425	418	17	systems	systems	PROPN
cblr-3425	418	18	representative	representative	NOUN
cblr-3425	418	19	,	,	PUNCT
cblr-3425	418	20	supra	supra	PROPN
cblr-3425	418	21	note	note	NOUN
cblr-3425	418	22	115	115	NUM
cblr-3425	418	23	;	;	PUNCT
cblr-3425	418	24	telephone	telephone	NOUN
cblr-3425	418	25	interview	interview	NOUN
cblr-3425	418	26	with	with	ADP
cblr-3425	418	27	kira	kira	PROPN
cblr-3425	418	28	systems	systems	PROPN
cblr-3425	418	29	representative	representative	NOUN
cblr-3425	418	30	,	,	PUNCT
cblr-3425	418	31	supra	supra	PROPN
cblr-3425	418	32	note	note	NOUN
cblr-3425	418	33	60	60	NUM
cblr-3425	418	34	.	.	PUNCT
cblr-3425	419	1	656	656	NUM
cblr-3425	419	2	columbia	columbia	PROPN
cblr-3425	419	3	business	business	NOUN
cblr-3425	419	4	law	law	NOUN
cblr-3425	419	5	review	review	NOUN
cblr-3425	419	6	[	[	X
cblr-3425	419	7	vol	vol	NOUN
cblr-3425	419	8	.	.	NOUN
cblr-3425	419	9	2019	2019	NUM
cblr-3425	419	10	user	user	NOUN
cblr-3425	419	11	must	must	AUX
cblr-3425	419	12	provide	provide	VERB
cblr-3425	419	13	at	at	ADV
cblr-3425	419	14	least	least	ADJ
cblr-3425	419	15	fifty	fifty	NUM
cblr-3425	419	16	contracts	contract	NOUN
cblr-3425	419	17	in	in	ADP
cblr-3425	419	18	which	which	PRON
cblr-3425	419	19	the	the	DET
cblr-3425	419	20	terms	term	NOUN
cblr-3425	419	21	of	of	ADP
cblr-3425	419	22	interest	interest	NOUN
cblr-3425	419	23	have	have	AUX
cblr-3425	419	24	been	be	AUX
cblr-3425	419	25	pre	pre	VERB
cblr-3425	419	26	-	-	VERB
cblr-3425	419	27	labeled	label	VERB
cblr-3425	419	28	by	by	ADP
cblr-3425	419	29	the	the	DET
cblr-3425	419	30	user.131	user.131	PROPN
cblr-3425	419	31	the	the	DET
cblr-3425	419	32	user	user	NOUN
cblr-3425	419	33	then	then	ADV
cblr-3425	419	34	clicks	click	VERB
cblr-3425	419	35	a	a	DET
cblr-3425	419	36	button	button	NOUN
cblr-3425	419	37	labeled	label	VERB
cblr-3425	419	38	“	"	PUNCT
cblr-3425	419	39	train	train	NOUN
cblr-3425	419	40	,	,	PUNCT
cblr-3425	419	41	”	"	PUNCT
cblr-3425	419	42	which	which	PRON
cblr-3425	419	43	trains	train	VERB
cblr-3425	419	44	the	the	DET
cblr-3425	419	45	model	model	NOUN
cblr-3425	419	46	on	on	ADP
cblr-3425	419	47	the	the	DET
cblr-3425	419	48	contracts	contract	NOUN
cblr-3425	419	49	provided.132	provided.132	NOUN
cblr-3425	419	50	after	after	SCONJ
cblr-3425	419	51	the	the	DET
cblr-3425	419	52	model	model	NOUN
cblr-3425	419	53	has	have	AUX
cblr-3425	419	54	finished	finish	VERB
cblr-3425	419	55	training	training	NOUN
cblr-3425	419	56	,	,	PUNCT
cblr-3425	419	57	the	the	DET
cblr-3425	419	58	system	system	NOUN
cblr-3425	419	59	displays	display	VERB
cblr-3425	419	60	the	the	DET
cblr-3425	419	61	model	model	NOUN
cblr-3425	419	62	’s	’s	PART
cblr-3425	419	63	accuracy.133	accuracy.133	PROPN
cblr-3425	419	64	one	one	NUM
cblr-3425	419	65	legal	legal	ADJ
cblr-3425	419	66	nlp	nlp	NOUN
cblr-3425	419	67	company	company	NOUN
cblr-3425	419	68	,	,	PUNCT
cblr-3425	419	69	legalsifter	legalsifter	NOUN
cblr-3425	419	70	,	,	PUNCT
cblr-3425	419	71	has	have	AUX
cblr-3425	419	72	developed	develop	VERB
cblr-3425	419	73	a	a	DET
cblr-3425	419	74	hybrid	hybrid	ADJ
cblr-3425	419	75	nlp	nlp	NOUN
cblr-3425	419	76	product	product	NOUN
cblr-3425	419	77	that	that	PRON
cblr-3425	419	78	resembles	resemble	VERB
cblr-3425	419	79	both	both	PRON
cblr-3425	419	80	a	a	DET
cblr-3425	419	81	pretrained	pretraine	VERB
cblr-3425	419	82	and	and	CCONJ
cblr-3425	419	83	a	a	DET
cblr-3425	419	84	user	user	NOUN
cblr-3425	419	85	-	-	PUNCT
cblr-3425	419	86	trained	train	VERB
cblr-3425	419	87	model.134	model.134	PROPN
cblr-3425	419	88	legalsifter	legalsifter	NOUN
cblr-3425	419	89	will	will	AUX
cblr-3425	419	90	work	work	VERB
cblr-3425	419	91	with	with	ADP
cblr-3425	419	92	users	user	NOUN
cblr-3425	419	93	to	to	PART
cblr-3425	419	94	develop	develop	VERB
cblr-3425	419	95	user	user	NOUN
cblr-3425	419	96	-	-	PUNCT
cblr-3425	419	97	trained	train	VERB
cblr-3425	419	98	nlp	nlp	NOUN
cblr-3425	419	99	models	model	NOUN
cblr-3425	419	100	specifically	specifically	ADV
cblr-3425	419	101	for	for	ADP
cblr-3425	419	102	a	a	DET
cblr-3425	419	103	user	user	NOUN
cblr-3425	419	104	’s	’s	PART
cblr-3425	419	105	niche	niche	NOUN
cblr-3425	419	106	contracts	contract	NOUN
cblr-3425	419	107	and	and	CCONJ
cblr-3425	419	108	terms.135	terms.135	PRON
cblr-3425	419	109	legalsifter	legalsifter	NOUN
cblr-3425	419	110	then	then	ADV
cblr-3425	419	111	makes	make	VERB
cblr-3425	419	112	these	these	DET
cblr-3425	419	113	models	model	NOUN
cblr-3425	419	114	available	available	ADJ
cblr-3425	419	115	to	to	ADP
cblr-3425	419	116	other	other	ADJ
cblr-3425	419	117	users	user	NOUN
cblr-3425	419	118	with	with	ADP
cblr-3425	419	119	similar	similar	ADJ
cblr-3425	419	120	niche	niche	NOUN
cblr-3425	419	121	contracts.136	contracts.136	NOUN
cblr-3425	419	122	the	the	DET
cblr-3425	419	123	models	model	NOUN
cblr-3425	419	124	are	be	AUX
cblr-3425	419	125	retrained	retrain	VERB
cblr-3425	419	126	every	every	DET
cblr-3425	419	127	week	week	NOUN
cblr-3425	419	128	to	to	PART
cblr-3425	419	129	take	take	VERB
cblr-3425	419	130	into	into	ADP
cblr-3425	419	131	account	account	NOUN
cblr-3425	419	132	feedback	feedback	NOUN
cblr-3425	419	133	and	and	CCONJ
cblr-3425	419	134	new	new	ADJ
cblr-3425	419	135	data	datum	NOUN
cblr-3425	419	136	from	from	ADP
cblr-3425	419	137	all	all	DET
cblr-3425	419	138	users.137	users.137	NOUN
cblr-3425	419	139	through	through	ADP
cblr-3425	419	140	this	this	DET
cblr-3425	419	141	process	process	NOUN
cblr-3425	419	142	,	,	PUNCT
cblr-3425	419	143	legalsifter	legalsifter	NOUN
cblr-3425	419	144	can	can	AUX
cblr-3425	419	145	effectively	effectively	ADV
cblr-3425	419	146	crowdsource	crowdsource	VERB
cblr-3425	419	147	the	the	DET
cblr-3425	419	148	training	training	NOUN
cblr-3425	419	149	of	of	ADP
cblr-3425	419	150	new	new	ADJ
cblr-3425	419	151	models	model	NOUN
cblr-3425	419	152	for	for	ADP
cblr-3425	419	153	any	any	DET
cblr-3425	419	154	type	type	NOUN
cblr-3425	419	155	of	of	ADP
cblr-3425	419	156	contract.138	contract.138	PROPN
cblr-3425	419	157	legal	legal	ADJ
cblr-3425	419	158	nlp	nlp	NOUN
cblr-3425	419	159	products	product	NOUN
cblr-3425	419	160	—	—	PUNCT
cblr-3425	419	161	including	include	VERB
cblr-3425	419	162	pretrained	pretraine	VERB
cblr-3425	419	163	,	,	PUNCT
cblr-3425	419	164	usertrained	usertrained	ADJ
cblr-3425	419	165	,	,	PUNCT
cblr-3425	419	166	and	and	CCONJ
cblr-3425	419	167	hybrid	hybrid	NOUN
cblr-3425	419	168	models	model	NOUN
cblr-3425	419	169	—	—	PUNCT
cblr-3425	419	170	will	will	AUX
cblr-3425	419	171	increase	increase	VERB
cblr-3425	419	172	the	the	DET
cblr-3425	419	173	availability	availability	NOUN
cblr-3425	419	174	and	and	CCONJ
cblr-3425	419	175	quality	quality	NOUN
cblr-3425	419	176	of	of	ADP
cblr-3425	419	177	data	datum	NOUN
cblr-3425	419	178	on	on	ADP
cblr-3425	419	179	contract	contract	NOUN
cblr-3425	419	180	terms	term	NOUN
cblr-3425	419	181	.	.	PUNCT
cblr-3425	420	1	3	3	X
cblr-3425	420	2	.	.	X
cblr-3425	420	3	computable	computable	ADJ
cblr-3425	420	4	contracts	contract	NOUN
cblr-3425	420	5	while	while	SCONJ
cblr-3425	420	6	less	less	ADV
cblr-3425	420	7	developed	developed	ADJ
cblr-3425	420	8	than	than	ADP
cblr-3425	420	9	contract	contract	NOUN
cblr-3425	420	10	management	management	NOUN
cblr-3425	420	11	systems	system	NOUN
cblr-3425	420	12	and	and	CCONJ
cblr-3425	420	13	natural	natural	ADJ
cblr-3425	420	14	language	language	NOUN
cblr-3425	420	15	processing	processing	NOUN
cblr-3425	420	16	,	,	PUNCT
cblr-3425	420	17	computable	computable	ADJ
cblr-3425	420	18	contracts	contract	NOUN
cblr-3425	420	19	present	present	VERB
cblr-3425	420	20	a	a	DET
cblr-3425	420	21	compelling	compelling	ADJ
cblr-3425	420	22	opportunity	opportunity	NOUN
cblr-3425	420	23	for	for	ADP
cblr-3425	420	24	expanding	expand	VERB
cblr-3425	420	25	the	the	DET
cblr-3425	420	26	availability	availability	NOUN
cblr-3425	420	27	and	and	CCONJ
cblr-3425	420	28	quality	quality	NOUN
cblr-3425	420	29	of	of	ADP
cblr-3425	420	30	contract	contract	NOUN
cblr-3425	420	31	data	datum	NOUN
cblr-3425	420	32	.	.	PUNCT
cblr-3425	421	1	a	a	DET
cblr-3425	421	2	contract	contract	NOUN
cblr-3425	421	3	is	be	AUX
cblr-3425	421	4	“	"	PUNCT
cblr-3425	421	5	computable	computable	ADJ
cblr-3425	421	6	”	"	PUNCT
cblr-3425	421	7	if	if	SCONJ
cblr-3425	421	8	it	it	PRON
cblr-3425	421	9	is	be	AUX
cblr-3425	421	10	both	both	PRON
cblr-3425	421	11	machine	machine	NOUN
cblr-3425	421	12	-	-	PUNCT
cblr-3425	421	13	readable	readable	ADJ
cblr-3425	421	14	and	and	CCONJ
cblr-3425	421	15	machineexecutable.139	machineexecutable.139	VERB
cblr-3425	421	16	a	a	DET
cblr-3425	421	17	contract	contract	NOUN
cblr-3425	421	18	is	be	AUX
cblr-3425	421	19	machine	machine	NOUN
cblr-3425	421	20	-	-	PUNCT
cblr-3425	421	21	readable	readable	ADJ
cblr-3425	421	22	if	if	SCONJ
cblr-3425	421	23	it	it	PRON
cblr-3425	421	24	is	be	AUX
cblr-3425	421	25	expressed	express	VERB
cblr-3425	421	26	131	131	NUM
cblr-3425	421	27	telephone	telephone	NOUN
cblr-3425	421	28	interview	interview	NOUN
cblr-3425	421	29	with	with	ADP
cblr-3425	421	30	kira	kira	PROPN
cblr-3425	421	31	systems	systems	PROPN
cblr-3425	421	32	representative	representative	PROPN
cblr-3425	421	33	supra	supra	PROPN
cblr-3425	421	34	note	note	NOUN
cblr-3425	421	35	115	115	NUM
cblr-3425	421	36	.	.	PUNCT
cblr-3425	422	1	132	132	NUM
cblr-3425	423	1	i	i	NOUN
cblr-3425	423	2	d.	d.	PROPN
cblr-3425	423	3	133	133	NUM
cblr-3425	423	4	telephone	telephone	NOUN
cblr-3425	423	5	interview	interview	NOUN
cblr-3425	423	6	with	with	ADP
cblr-3425	423	7	kira	kira	PROPN
cblr-3425	423	8	systems	systems	PROPN
cblr-3425	423	9	representative	representative	NOUN
cblr-3425	423	10	,	,	PUNCT
cblr-3425	423	11	supra	supra	PROPN
cblr-3425	423	12	note	note	NOUN
cblr-3425	423	13	115	115	NUM
cblr-3425	423	14	;	;	PUNCT
cblr-3425	423	15	telephone	telephone	NOUN
cblr-3425	423	16	interview	interview	NOUN
cblr-3425	423	17	with	with	ADP
cblr-3425	423	18	kira	kira	PROPN
cblr-3425	423	19	systems	systems	PROPN
cblr-3425	423	20	representative	representative	NOUN
cblr-3425	423	21	,	,	PUNCT
cblr-3425	423	22	supra	supra	PROPN
cblr-3425	423	23	note	note	NOUN
cblr-3425	423	24	60	60	NUM
cblr-3425	423	25	.	.	PUNCT
cblr-3425	424	1	134	134	NUM
cblr-3425	424	2	telephone	telephone	NOUN
cblr-3425	424	3	interview	interview	NOUN
cblr-3425	424	4	with	with	ADP
cblr-3425	424	5	legalsifter	legalsifter	NOUN
cblr-3425	424	6	representative	representative	NOUN
cblr-3425	424	7	,	,	PUNCT
cblr-3425	424	8	supra	supra	PROPN
cblr-3425	424	9	note	note	NOUN
cblr-3425	424	10	116	116	NUM
cblr-3425	424	11	.	.	PUNCT
cblr-3425	424	12	135	135	NUM
cblr-3425	425	1	i	i	PRON
cblr-3425	425	2	d.	d.	PROPN
cblr-3425	425	3	136	136	NUM
cblr-3425	426	1	i	i	PRON
cblr-3425	426	2	d.	d.	PROPN
cblr-3425	426	3	137	137	NUM
cblr-3425	427	1	i	i	PROPN
cblr-3425	427	2	d.	d.	PROPN
cblr-3425	427	3	138	138	NUM
cblr-3425	428	1	i	i	PRON
cblr-3425	428	2	d.	d.	PROPN
cblr-3425	428	3	139	139	NUM
cblr-3425	428	4	see	see	VERB
cblr-3425	428	5	surden	surden	NOUN
cblr-3425	428	6	,	,	PUNCT
cblr-3425	428	7	supra	supra	PROPN
cblr-3425	428	8	note	note	PROPN
cblr-3425	428	9	108	108	NUM
cblr-3425	428	10	,	,	PUNCT
cblr-3425	428	11	at	at	ADP
cblr-3425	428	12	634–36	634–36	NUM
cblr-3425	428	13	.	.	PUNCT
cblr-3425	429	1	computable	computable	ADJ
cblr-3425	429	2	contracts	contract	NOUN
cblr-3425	429	3	are	be	AUX
cblr-3425	429	4	often	often	ADV
cblr-3425	429	5	referred	refer	VERB
cblr-3425	429	6	to	to	ADP
cblr-3425	429	7	as	as	ADP
cblr-3425	429	8	“	"	PUNCT
cblr-3425	429	9	smart	smart	ADJ
cblr-3425	429	10	”	"	PUNCT
cblr-3425	429	11	contracts	contract	NOUN
cblr-3425	429	12	.	.	PUNCT
cblr-3425	430	1	this	this	DET
cblr-3425	430	2	article	article	NOUN
cblr-3425	430	3	uses	use	VERB
cblr-3425	430	4	the	the	DET
cblr-3425	430	5	term	term	NOUN
cblr-3425	430	6	“	"	PUNCT
cblr-3425	430	7	computable	computable	ADJ
cblr-3425	430	8	”	"	PUNCT
cblr-3425	430	9	rather	rather	ADV
cblr-3425	430	10	than	than	ADP
cblr-3425	430	11	“	"	PUNCT
cblr-3425	430	12	smart	smart	ADJ
cblr-3425	430	13	”	"	PUNCT
cblr-3425	430	14	because	because	SCONJ
cblr-3425	430	15	“	"	PUNCT
cblr-3425	430	16	computable	computable	ADJ
cblr-3425	430	17	”	"	PUNCT
cblr-3425	430	18	addresses	address	NOUN
cblr-3425	430	19	the	the	DET
cblr-3425	430	20	no	no	NOUN
cblr-3425	430	21	.	.	PUNCT
cblr-3425	430	22	2:621	2:621	NUM
cblr-3425	430	23	]	]	X
cblr-3425	430	24	predictive	predictive	ADJ
cblr-3425	430	25	contracting	contract	VERB
cblr-3425	430	26	657	657	NUM
cblr-3425	430	27	in	in	ADP
cblr-3425	430	28	a	a	DET
cblr-3425	430	29	format	format	NOUN
cblr-3425	430	30	that	that	PRON
cblr-3425	430	31	can	can	AUX
cblr-3425	430	32	be	be	AUX
cblr-3425	430	33	processed	process	VERB
cblr-3425	430	34	by	by	ADP
cblr-3425	430	35	a	a	DET
cblr-3425	430	36	computer.140	computer.140	NOUN
cblr-3425	430	37	as	as	SCONJ
cblr-3425	430	38	discussed	discuss	VERB
cblr-3425	430	39	above	above	ADV
cblr-3425	430	40	,	,	PUNCT
cblr-3425	430	41	most	most	ADJ
cblr-3425	430	42	contracts	contract	NOUN
cblr-3425	430	43	are	be	AUX
cblr-3425	430	44	written	write	VERB
cblr-3425	430	45	in	in	ADP
cblr-3425	430	46	a	a	DET
cblr-3425	430	47	natural	natural	ADJ
cblr-3425	430	48	language	language	NOUN
cblr-3425	430	49	,	,	PUNCT
cblr-3425	430	50	such	such	ADJ
cblr-3425	430	51	as	as	ADP
cblr-3425	430	52	english	english	PROPN
cblr-3425	430	53	,	,	PUNCT
cblr-3425	430	54	that	that	PRON
cblr-3425	430	55	is	be	AUX
cblr-3425	430	56	not	not	PART
cblr-3425	430	57	inherently	inherently	ADV
cblr-3425	430	58	interpretable	interpretable	ADJ
cblr-3425	430	59	by	by	ADP
cblr-3425	430	60	a	a	DET
cblr-3425	430	61	computer	computer	NOUN
cblr-3425	430	62	.	.	PUNCT
cblr-3425	431	1	while	while	SCONJ
cblr-3425	431	2	natural	natural	ADJ
cblr-3425	431	3	language	language	NOUN
cblr-3425	431	4	processing	processing	NOUN
cblr-3425	431	5	techniques	technique	NOUN
cblr-3425	431	6	are	be	AUX
cblr-3425	431	7	starting	start	VERB
cblr-3425	431	8	to	to	PART
cblr-3425	431	9	enable	enable	VERB
cblr-3425	431	10	computers	computer	NOUN
cblr-3425	431	11	to	to	PART
cblr-3425	431	12	understand	understand	VERB
cblr-3425	431	13	natural	natural	ADJ
cblr-3425	431	14	languages,141	languages,141	NOUN
cblr-3425	431	15	researchers	researcher	NOUN
cblr-3425	431	16	in	in	ADP
cblr-3425	431	17	a	a	DET
cblr-3425	431	18	related	related	ADJ
cblr-3425	431	19	field	field	NOUN
cblr-3425	431	20	of	of	ADP
cblr-3425	431	21	computer	computer	NOUN
cblr-3425	431	22	science	science	NOUN
cblr-3425	431	23	are	be	AUX
cblr-3425	431	24	developing	develop	VERB
cblr-3425	431	25	computer	computer	NOUN
cblr-3425	431	26	programming	programming	NOUN
cblr-3425	431	27	languages	language	NOUN
cblr-3425	431	28	that	that	PRON
cblr-3425	431	29	can	can	AUX
cblr-3425	431	30	be	be	AUX
cblr-3425	431	31	used	use	VERB
cblr-3425	431	32	to	to	PART
cblr-3425	431	33	express	express	VERB
cblr-3425	431	34	contracts	contract	NOUN
cblr-3425	431	35	in	in	ADP
cblr-3425	431	36	a	a	DET
cblr-3425	431	37	fully	fully	ADV
cblr-3425	431	38	machine	machine	NOUN
cblr-3425	431	39	-	-	PUNCT
cblr-3425	431	40	readable	readable	ADJ
cblr-3425	431	41	format.142	format.142	NOUN
cblr-3425	431	42	for	for	ADP
cblr-3425	431	43	example	example	NOUN
cblr-3425	431	44	,	,	PUNCT
cblr-3425	431	45	sudhir	sudhir	PROPN
cblr-3425	431	46	agarwal	agarwal	PROPN
cblr-3425	431	47	,	,	PUNCT
cblr-3425	431	48	kevin	kevin	PROPN
cblr-3425	431	49	xu	xu	PROPN
cblr-3425	431	50	,	,	PUNCT
cblr-3425	431	51	and	and	CCONJ
cblr-3425	431	52	john	john	PROPN
cblr-3425	431	53	moghtader	moghtader	PROPN
cblr-3425	431	54	recently	recently	ADV
cblr-3425	431	55	developed	develop	VERB
cblr-3425	431	56	a	a	DET
cblr-3425	431	57	computable	computable	ADJ
cblr-3425	431	58	contracting	contracting	NOUN
cblr-3425	431	59	language	language	NOUN
cblr-3425	431	60	they	they	PRON
cblr-3425	431	61	refer	refer	VERB
cblr-3425	431	62	to	to	ADP
cblr-3425	431	63	as	as	SCONJ
cblr-3425	431	64	contract	contract	NOUN
cblr-3425	431	65	definition	definition	NOUN
cblr-3425	431	66	language	language	NOUN
cblr-3425	431	67	,	,	PUNCT
cblr-3425	431	68	which	which	PRON
cblr-3425	431	69	they	they	PRON
cblr-3425	431	70	used	use	VERB
cblr-3425	431	71	to	to	PART
cblr-3425	431	72	model	model	VERB
cblr-3425	431	73	hipaa	hipaa	PROPN
cblr-3425	431	74	regulations.143	regulations.143	NOUN
cblr-3425	431	75	a	a	DET
cblr-3425	431	76	computable	computable	ADJ
cblr-3425	431	77	contract	contract	NOUN
cblr-3425	431	78	is	be	AUX
cblr-3425	431	79	also	also	ADV
cblr-3425	431	80	machine	machine	NOUN
cblr-3425	431	81	-	-	PUNCT
cblr-3425	431	82	executable	executable	ADJ
cblr-3425	431	83	,	,	PUNCT
cblr-3425	431	84	which	which	PRON
cblr-3425	431	85	means	mean	VERB
cblr-3425	431	86	the	the	DET
cblr-3425	431	87	contract	contract	NOUN
cblr-3425	431	88	can	can	AUX
cblr-3425	431	89	be	be	AUX
cblr-3425	431	90	automatically	automatically	ADV
cblr-3425	431	91	executed	execute	VERB
cblr-3425	431	92	when	when	SCONJ
cblr-3425	431	93	supplied	supply	VERB
cblr-3425	431	94	machine	machine	NOUN
cblr-3425	431	95	-	-	PUNCT
cblr-3425	431	96	interpretability	interpretability	NOUN
cblr-3425	431	97	that	that	PRON
cblr-3425	431	98	is	be	AUX
cblr-3425	431	99	at	at	ADP
cblr-3425	431	100	the	the	DET
cblr-3425	431	101	heart	heart	NOUN
cblr-3425	431	102	of	of	ADP
cblr-3425	431	103	computable	computable	ADJ
cblr-3425	431	104	contracts	contract	NOUN
cblr-3425	431	105	whereas	whereas	SCONJ
cblr-3425	431	106	“	"	PUNCT
cblr-3425	431	107	smart	smart	ADJ
cblr-3425	431	108	”	"	PUNCT
cblr-3425	431	109	can	can	AUX
cblr-3425	431	110	mean	mean	VERB
cblr-3425	431	111	many	many	ADJ
cblr-3425	431	112	different	different	ADJ
cblr-3425	431	113	things	thing	NOUN
cblr-3425	431	114	in	in	ADP
cblr-3425	431	115	different	different	ADJ
cblr-3425	431	116	contexts	contexts	NOUN
cblr-3425	431	117	.	.	PUNCT
cblr-3425	432	1	140	140	NUM
cblr-3425	432	2	i	i	PRON
cblr-3425	432	3	d.	d.	PROPN
cblr-3425	432	4	at	at	ADP
cblr-3425	432	5	639	639	NUM
cblr-3425	432	6	.	.	PUNCT
cblr-3425	433	1	141	141	NUM
cblr-3425	433	2	see	see	VERB
cblr-3425	433	3	supra	supra	PROPN
cblr-3425	433	4	section	section	PROPN
cblr-3425	433	5	ii.c.2	ii.c.2	PROPN
cblr-3425	433	6	.	.	PUNCT
cblr-3425	434	1	142	142	NUM
cblr-3425	434	2	see	see	VERB
cblr-3425	434	3	generally	generally	ADV
cblr-3425	434	4	roach	roach	NOUN
cblr-3425	434	5	,	,	PUNCT
cblr-3425	434	6	supra	supra	PROPN
cblr-3425	434	7	note	note	PROPN
cblr-3425	434	8	19	19	NUM
cblr-3425	434	9	,	,	PUNCT
cblr-3425	434	10	at	at	ADP
cblr-3425	434	11	54–59	54–59	NUM
cblr-3425	434	12	;	;	PUNCT
cblr-3425	434	13	mark	mark	PROPN
cblr-3425	434	14	d.	d.	PROPN
cblr-3425	434	15	flood	flood	PROPN
cblr-3425	434	16	&	&	CCONJ
cblr-3425	434	17	oliver	oliver	PROPN
cblr-3425	434	18	r.	r.	PROPN
cblr-3425	434	19	goodenough	goodenough	PROPN
cblr-3425	434	20	,	,	PUNCT
cblr-3425	434	21	contract	contract	NOUN
cblr-3425	434	22	as	as	ADP
cblr-3425	434	23	automaton	automaton	NOUN
cblr-3425	434	24	:	:	PUNCT
cblr-3425	434	25	the	the	DET
cblr-3425	434	26	computational	computational	ADJ
cblr-3425	434	27	representation	representation	NOUN
cblr-3425	434	28	of	of	ADP
cblr-3425	434	29	financial	financial	ADJ
cblr-3425	434	30	agreements	agreement	NOUN
cblr-3425	434	31	(	(	PUNCT
cblr-3425	434	32	office	office	NOUN
cblr-3425	434	33	of	of	ADP
cblr-3425	434	34	fin	fin	NOUN
cblr-3425	434	35	.	.	PUNCT
cblr-3425	435	1	research	research	NOUN
cblr-3425	435	2	working	working	NOUN
cblr-3425	435	3	paper	paper	NOUN
cblr-3425	435	4	no	no	INTJ
cblr-3425	435	5	.	.	NOUN
cblr-3425	436	1	15	15	NUM
cblr-3425	436	2	-	-	SYM
cblr-3425	436	3	04	04	NUM
cblr-3425	436	4	,	,	PUNCT
cblr-3425	436	5	2017	2017	NUM
cblr-3425	436	6	)	)	PUNCT
cblr-3425	437	1	,	,	PUNCT
cblr-3425	437	2	https://www.financialresearch.gov/workingpapers/2015/03/26/contract-as-automation	https://www.financialresearch.gov/workingpapers/2015/03/26/contract-as-automation	NOUN
cblr-3425	437	3	[	[	X
cblr-3425	437	4	https://perma.cc/4c9t-lps2	https://perma.cc/4c9t-lps2	X
cblr-3425	437	5	]	]	X
cblr-3425	437	6	;	;	PUNCT
cblr-3425	437	7	tom	tom	PROPN
cblr-3425	437	8	hvitved	hvitve	VERB
cblr-3425	437	9	,	,	PUNCT
cblr-3425	437	10	contract	contract	NOUN
cblr-3425	437	11	formalisation	formalisation	NOUN
cblr-3425	437	12	and	and	CCONJ
cblr-3425	437	13	modular	modular	ADJ
cblr-3425	437	14	implementation	implementation	NOUN
cblr-3425	437	15	of	of	ADP
cblr-3425	437	16	domain	domain	NOUN
cblr-3425	437	17	-	-	PUNCT
cblr-3425	437	18	specific	specific	ADJ
cblr-3425	437	19	languages	language	NOUN
cblr-3425	437	20	(	(	PUNCT
cblr-3425	437	21	2012	2012	NUM
cblr-3425	437	22	)	)	PUNCT
cblr-3425	437	23	(	(	PUNCT
cblr-3425	437	24	unpublished	unpublished	ADJ
cblr-3425	437	25	ph.d	ph.d	PROPN
cblr-3425	437	26	.	.	PUNCT
cblr-3425	438	1	dissertation	dissertation	NOUN
cblr-3425	438	2	,	,	PUNCT
cblr-3425	438	3	university	university	NOUN
cblr-3425	438	4	of	of	ADP
cblr-3425	438	5	copenhagen	copenhagen	PROPN
cblr-3425	438	6	)	)	PUNCT
cblr-3425	438	7	,	,	PUNCT
cblr-3425	438	8	https://pdfs.semanticscholar.org/33db/bb29ed7e	https://pdfs.semanticscholar.org/33db/bb29ed7e	PROPN
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cblr-3425	438	11	(	(	PUNCT
cblr-3425	438	12	on	on	ADP
cblr-3425	438	13	file	file	NOUN
cblr-3425	438	14	with	with	ADP
cblr-3425	438	15	the	the	DET
cblr-3425	438	16	columbia	columbia	PROPN
cblr-3425	438	17	business	business	PROPN
cblr-3425	438	18	law	law	PROPN
cblr-3425	438	19	review	review	PROPN
cblr-3425	438	20	)	)	PUNCT
cblr-3425	438	21	;	;	PUNCT
cblr-3425	438	22	ronald	ronald	PROPN
cblr-3425	438	23	m.	m.	PROPN
cblr-3425	438	24	lee	lee	PROPN
cblr-3425	438	25	,	,	PUNCT
cblr-3425	438	26	candid	candid	VERB
cblr-3425	438	27	:	:	PUNCT
cblr-3425	438	28	a	a	DET
cblr-3425	438	29	formal	formal	ADJ
cblr-3425	438	30	language	language	NOUN
cblr-3425	438	31	for	for	ADP
cblr-3425	438	32	electronic	electronic	ADJ
cblr-3425	438	33	contracting	contracting	NOUN
cblr-3425	438	34	(	(	PUNCT
cblr-3425	438	35	aug	aug	PROPN
cblr-3425	438	36	.	.	PROPN
cblr-3425	438	37	1998	1998	NUM
cblr-3425	438	38	)	)	PUNCT
cblr-3425	438	39	(	(	PUNCT
cblr-3425	438	40	unpublished	unpublished	ADJ
cblr-3425	438	41	manuscript	manuscript	NOUN
cblr-3425	438	42	)	)	PUNCT
cblr-3425	438	43	,	,	PUNCT
cblr-3425	438	44	https://papers.ssrn.com	https://papers.ssrn.com	X
cblr-3425	438	45	/sol3	/sol3	PUNCT
cblr-3425	438	46	/	/	SYM
cblr-3425	439	1	papers.cfm?abstract_id=2071383	papers.cfm?abstract_id=2071383	PROPN
cblr-3425	439	2	[	[	X
cblr-3425	439	3	https://perma.cc/z2bz-tta7	https://perma.cc/z2bz-tta7	X
cblr-3425	439	4	]	]	X
cblr-3425	439	5	;	;	PUNCT
cblr-3425	439	6	seyed	seyed	PROPN
cblr-3425	439	7	morteza	morteza	PROPN
cblr-3425	439	8	montazeri	montazeri	PROPN
cblr-3425	439	9	,	,	PUNCT
cblr-3425	439	10	nivir	nivir	PROPN
cblr-3425	439	11	kanti	kanti	PROPN
cblr-3425	439	12	singha	singha	PROPN
cblr-3425	439	13	roy	roy	PROPN
cblr-3425	439	14	&	&	CCONJ
cblr-3425	439	15	gerardo	gerardo	PROPN
cblr-3425	439	16	schneider	schneider	PROPN
cblr-3425	439	17	,	,	PUNCT
cblr-3425	439	18	from	from	ADP
cblr-3425	439	19	contracts	contract	NOUN
cblr-3425	439	20	in	in	ADP
cblr-3425	439	21	structured	structured	ADJ
cblr-3425	439	22	english	english	PROPN
cblr-3425	439	23	to	to	ADP
cblr-3425	439	24	cl	cl	NOUN
cblr-3425	439	25	specifications	specification	NOUN
cblr-3425	439	26	(	(	PUNCT
cblr-3425	439	27	sept	sept	PROPN
cblr-3425	439	28	.	.	PROPN
cblr-3425	439	29	13	13	NUM
cblr-3425	439	30	,	,	PUNCT
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cblr-3425	439	33	(	(	PUNCT
cblr-3425	439	34	unpublished	unpublished	ADJ
cblr-3425	439	35	manuscript	manuscript	NOUN
cblr-3425	439	36	)	)	PUNCT
cblr-3425	439	37	,	,	PUNCT
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cblr-3425	440	1	[	[	X
cblr-3425	440	2	https://perma	https://perma	X
cblr-3425	440	3	.	.	PUNCT
cblr-3425	440	4	cc	cc	PROPN
cblr-3425	440	5	/	/	SYM
cblr-3425	440	6	lr9d	lr9d	PROPN
cblr-3425	440	7	-	-	PUNCT
cblr-3425	440	8	yuk7	yuk7	PROPN
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cblr-3425	440	10	;	;	PUNCT
cblr-3425	440	11	nick	nick	PROPN
cblr-3425	440	12	szabo	szabo	PROPN
cblr-3425	440	13	,	,	PUNCT
cblr-3425	440	14	a	a	DET
cblr-3425	440	15	formal	formal	ADJ
cblr-3425	440	16	language	language	NOUN
cblr-3425	440	17	for	for	ADP
cblr-3425	440	18	analyzing	analyze	VERB
cblr-3425	440	19	contracts	contract	NOUN
cblr-3425	440	20	(	(	PUNCT
cblr-3425	440	21	2002	2002	NUM
cblr-3425	440	22	)	)	PUNCT
cblr-3425	440	23	(	(	PUNCT
cblr-3425	440	24	unpublished	unpublished	ADJ
cblr-3425	440	25	manuscript	manuscript	NOUN
cblr-3425	440	26	)	)	PUNCT
cblr-3425	440	27	,	,	PUNCT
cblr-3425	440	28	http://nakamotoinstitute.org/contractlanguage	http://nakamotoinstitute.org/contractlanguage	PROPN
cblr-3425	441	1	[	[	X
cblr-3425	441	2	https://perma.cc/9zc2-mvky	https://perma.cc/9zc2-mvky	X
cblr-3425	441	3	]	]	PUNCT
cblr-3425	441	4	.	.	PUNCT
cblr-3425	442	1	143	143	NUM
cblr-3425	442	2	see	see	VERB
cblr-3425	442	3	sudhir	sudhir	PROPN
cblr-3425	442	4	agarwal	agarwal	PROPN
cblr-3425	442	5	,	,	PUNCT
cblr-3425	442	6	kevin	kevin	PROPN
cblr-3425	442	7	xu	xu	PROPN
cblr-3425	442	8	&	&	CCONJ
cblr-3425	442	9	john	john	PROPN
cblr-3425	442	10	moghtader	moghtader	PROPN
cblr-3425	442	11	,	,	PUNCT
cblr-3425	442	12	toward	toward	ADP
cblr-3425	442	13	machine	machine	NOUN
cblr-3425	442	14	-	-	PUNCT
cblr-3425	442	15	understandable	understandable	ADJ
cblr-3425	442	16	contracts	contract	NOUN
cblr-3425	442	17	,	,	PUNCT
cblr-3425	442	18	in	in	ADP
cblr-3425	442	19	a14j	a14j	X
cblr-3425	442	20	–	–	PUNCT
cblr-3425	442	21	artificial	artificial	ADJ
cblr-3425	442	22	intelligence	intelligence	NOUN
cblr-3425	442	23	for	for	ADP
cblr-3425	442	24	justice	justice	NOUN
cblr-3425	442	25	,	,	PUNCT
cblr-3425	442	26	workshop	workshop	NOUN
cblr-3425	442	27	at	at	ADP
cblr-3425	442	28	the	the	DET
cblr-3425	442	29	22nd	22nd	ADJ
cblr-3425	442	30	european	european	PROPN
cblr-3425	442	31	conference	conference	NOUN
cblr-3425	442	32	on	on	ADP
cblr-3425	442	33	artificial	artificial	ADJ
cblr-3425	442	34	intelligence	intelligence	NOUN
cblr-3425	442	35	(	(	PUNCT
cblr-3425	442	36	aug	aug	PROPN
cblr-3425	442	37	.	.	PROPN
cblr-3425	442	38	30	30	NUM
cblr-3425	442	39	,	,	PUNCT
cblr-3425	442	40	2016	2016	NUM
cblr-3425	442	41	)	)	PUNCT
cblr-3425	442	42	,	,	PUNCT
cblr-3425	442	43	http://www.ecai2016.org/content/uploads/	http://www.ecai2016.org/content/uploads/	X
cblr-3425	442	44	2016/08	2016/08	PROPN
cblr-3425	442	45	/	/	SYM
cblr-3425	442	46	w2	w2	NOUN
cblr-3425	442	47	-	-	PUNCT
cblr-3425	442	48	ai4j-2016.pdf	ai4j-2016.pdf	PROPN
cblr-3425	442	49	[	[	X
cblr-3425	442	50	https://perma.cc/kyr2-pc6	https://perma.cc/kyr2-pc6	X
cblr-3425	442	51	t	t	X
cblr-3425	442	52	]	]	PUNCT
cblr-3425	442	53	.	.	PUNCT
cblr-3425	443	1	658	658	NUM
cblr-3425	443	2	columbia	columbia	PROPN
cblr-3425	443	3	business	business	NOUN
cblr-3425	443	4	law	law	PROPN
cblr-3425	443	5	review	review	NOUN
cblr-3425	443	6	[	[	X
cblr-3425	443	7	vol	vol	NOUN
cblr-3425	443	8	.	.	NOUN
cblr-3425	443	9	2019	2019	NUM
cblr-3425	443	10	with	with	ADP
cblr-3425	443	11	real	real	ADJ
cblr-3425	443	12	-	-	PUNCT
cblr-3425	443	13	world	world	NOUN
cblr-3425	443	14	performance	performance	NOUN
cblr-3425	443	15	data.144	data.144	NOUN
cblr-3425	443	16	for	for	ADP
cblr-3425	443	17	example	example	NOUN
cblr-3425	443	18	,	,	PUNCT
cblr-3425	443	19	a	a	DET
cblr-3425	443	20	computable	computable	ADJ
cblr-3425	443	21	weather	weather	NOUN
cblr-3425	443	22	derivative	derivative	ADJ
cblr-3425	443	23	contract	contract	NOUN
cblr-3425	443	24	could	could	AUX
cblr-3425	443	25	automatically	automatically	ADV
cblr-3425	443	26	transfer	transfer	VERB
cblr-3425	443	27	money	money	NOUN
cblr-3425	443	28	between	between	ADP
cblr-3425	443	29	the	the	DET
cblr-3425	443	30	parties	party	NOUN
cblr-3425	443	31	based	base	VERB
cblr-3425	443	32	on	on	ADP
cblr-3425	443	33	real	real	ADJ
cblr-3425	443	34	-	-	PUNCT
cblr-3425	443	35	world	world	NOUN
cblr-3425	443	36	weather	weather	NOUN
cblr-3425	443	37	data	datum	NOUN
cblr-3425	443	38	.	.	PUNCT
cblr-3425	444	1	while	while	SCONJ
cblr-3425	444	2	sirion	sirion	NOUN
cblr-3425	444	3	labs	labs	PROPN
cblr-3425	444	4	does	do	AUX
cblr-3425	444	5	not	not	PART
cblr-3425	444	6	automatically	automatically	ADV
cblr-3425	444	7	execute	execute	VERB
cblr-3425	444	8	contracts	contract	NOUN
cblr-3425	444	9	between	between	ADP
cblr-3425	444	10	parties	party	NOUN
cblr-3425	444	11	,	,	PUNCT
cblr-3425	444	12	their	their	PRON
cblr-3425	444	13	feature	feature	NOUN
cblr-3425	444	14	that	that	PRON
cblr-3425	444	15	allows	allow	VERB
cblr-3425	444	16	a	a	DET
cblr-3425	444	17	user	user	NOUN
cblr-3425	444	18	to	to	PART
cblr-3425	444	19	calculate	calculate	VERB
cblr-3425	444	20	contractual	contractual	ADJ
cblr-3425	444	21	obligations	obligation	NOUN
cblr-3425	444	22	based	base	VERB
cblr-3425	444	23	on	on	ADP
cblr-3425	444	24	real	real	ADJ
cblr-3425	444	25	-	-	PUNCT
cblr-3425	444	26	world	world	NOUN
cblr-3425	444	27	performance	performance	NOUN
cblr-3425	444	28	data	datum	NOUN
cblr-3425	444	29	is	be	AUX
cblr-3425	444	30	a	a	DET
cblr-3425	444	31	simplified	simplified	ADJ
cblr-3425	444	32	version	version	NOUN
cblr-3425	444	33	of	of	ADP
cblr-3425	444	34	a	a	DET
cblr-3425	444	35	machineexecutable	machineexecutable	ADJ
cblr-3425	444	36	contract.145	contract.145	NOUN
cblr-3425	444	37	once	once	ADV
cblr-3425	444	38	fully	fully	ADV
cblr-3425	444	39	developed	develop	VERB
cblr-3425	444	40	,	,	PUNCT
cblr-3425	444	41	computable	computable	ADJ
cblr-3425	444	42	contracts	contract	NOUN
cblr-3425	444	43	will	will	AUX
cblr-3425	444	44	be	be	AUX
cblr-3425	444	45	the	the	DET
cblr-3425	444	46	ideal	ideal	ADJ
cblr-3425	444	47	mechanism	mechanism	NOUN
cblr-3425	444	48	for	for	ADP
cblr-3425	444	49	collecting	collect	VERB
cblr-3425	444	50	contract	contract	NOUN
cblr-3425	444	51	data.146	data.146	NOUN
cblr-3425	444	52	data	datum	NOUN
cblr-3425	444	53	on	on	ADP
cblr-3425	444	54	contract	contract	NOUN
cblr-3425	444	55	terms	term	NOUN
cblr-3425	444	56	can	can	AUX
cblr-3425	444	57	be	be	AUX
cblr-3425	444	58	easily	easily	ADV
cblr-3425	444	59	collected	collect	VERB
cblr-3425	444	60	from	from	ADP
cblr-3425	444	61	a	a	DET
cblr-3425	444	62	computable	computable	ADJ
cblr-3425	444	63	contract	contract	NOUN
cblr-3425	444	64	because	because	SCONJ
cblr-3425	444	65	the	the	DET
cblr-3425	444	66	contract	contract	NOUN
cblr-3425	444	67	is	be	AUX
cblr-3425	444	68	already	already	ADV
cblr-3425	444	69	written	write	VERB
cblr-3425	444	70	in	in	ADP
cblr-3425	444	71	a	a	DET
cblr-3425	444	72	structured	structured	ADJ
cblr-3425	444	73	,	,	PUNCT
cblr-3425	444	74	machine	machine	NOUN
cblr-3425	444	75	-	-	PUNCT
cblr-3425	444	76	readable	readable	ADJ
cblr-3425	444	77	format	format	NOUN
cblr-3425	444	78	.	.	PUNCT
cblr-3425	445	1	this	this	PRON
cblr-3425	445	2	is	be	AUX
cblr-3425	445	3	a	a	DET
cblr-3425	445	4	substantial	substantial	ADJ
cblr-3425	445	5	advantage	advantage	NOUN
cblr-3425	445	6	over	over	ADP
cblr-3425	445	7	manually	manually	ADV
cblr-3425	445	8	collecting	collect	VERB
cblr-3425	445	9	term	term	NOUN
cblr-3425	445	10	data	datum	NOUN
cblr-3425	445	11	from	from	ADP
cblr-3425	445	12	a	a	DET
cblr-3425	445	13	natural	natural	ADJ
cblr-3425	445	14	language	language	NOUN
cblr-3425	445	15	contract	contract	NOUN
cblr-3425	445	16	or	or	CCONJ
cblr-3425	445	17	even	even	ADV
cblr-3425	445	18	automatically	automatically	ADV
cblr-3425	445	19	extracting	extract	VERB
cblr-3425	445	20	the	the	DET
cblr-3425	445	21	data	datum	NOUN
cblr-3425	445	22	via	via	ADP
cblr-3425	445	23	natural	natural	ADJ
cblr-3425	445	24	language	language	NOUN
cblr-3425	445	25	processing	processing	NOUN
cblr-3425	445	26	.	.	PUNCT
cblr-3425	446	1	rather	rather	ADV
cblr-3425	446	2	than	than	ADP
cblr-3425	446	3	needing	need	VERB
cblr-3425	446	4	to	to	PART
cblr-3425	446	5	collect	collect	VERB
cblr-3425	446	6	term	term	NOUN
cblr-3425	446	7	data	datum	NOUN
cblr-3425	446	8	from	from	ADP
cblr-3425	446	9	a	a	DET
cblr-3425	446	10	contract	contract	NOUN
cblr-3425	446	11	ex	ex	PRON
cblr-3425	446	12	post	post	NOUN
cblr-3425	446	13	,	,	PUNCT
cblr-3425	446	14	the	the	DET
cblr-3425	446	15	terms	term	NOUN
cblr-3425	446	16	of	of	ADP
cblr-3425	446	17	a	a	DET
cblr-3425	446	18	computable	computable	ADJ
cblr-3425	446	19	contract	contract	NOUN
cblr-3425	446	20	are	be	AUX
cblr-3425	446	21	available	available	ADJ
cblr-3425	446	22	for	for	ADP
cblr-3425	446	23	computational	computational	ADJ
cblr-3425	446	24	analysis	analysis	NOUN
cblr-3425	446	25	throughout	throughout	ADP
cblr-3425	446	26	the	the	DET
cblr-3425	446	27	contract	contract	NOUN
cblr-3425	446	28	’s	’s	PART
cblr-3425	446	29	entire	entire	ADJ
cblr-3425	446	30	life	life	NOUN
cblr-3425	446	31	.	.	PUNCT
cblr-3425	447	1	computable	computable	ADJ
cblr-3425	447	2	contracts	contract	NOUN
cblr-3425	447	3	will	will	AUX
cblr-3425	447	4	also	also	ADV
cblr-3425	447	5	improve	improve	VERB
cblr-3425	447	6	the	the	DET
cblr-3425	447	7	collection	collection	NOUN
cblr-3425	447	8	of	of	ADP
cblr-3425	447	9	contract	contract	NOUN
cblr-3425	447	10	outcome	outcome	NOUN
cblr-3425	447	11	data	datum	NOUN
cblr-3425	447	12	.	.	PUNCT
cblr-3425	448	1	because	because	SCONJ
cblr-3425	448	2	computable	computable	ADJ
cblr-3425	448	3	contracts	contract	NOUN
cblr-3425	448	4	need	need	VERB
cblr-3425	448	5	real	real	ADJ
cblr-3425	448	6	-	-	PUNCT
cblr-3425	448	7	world	world	NOUN
cblr-3425	448	8	performance	performance	NOUN
cblr-3425	448	9	data	datum	NOUN
cblr-3425	448	10	to	to	ADP
cblr-3425	448	11	self	self	NOUN
cblr-3425	448	12	-	-	PUNCT
cblr-3425	448	13	execute	execute	NOUN
cblr-3425	448	14	,	,	PUNCT
cblr-3425	448	15	this	this	DET
cblr-3425	448	16	back	back	ADJ
cblr-3425	448	17	-	-	PUNCT
cblr-3425	448	18	end	end	NOUN
cblr-3425	448	19	outcome	outcome	NOUN
cblr-3425	448	20	data	datum	NOUN
cblr-3425	448	21	can	can	AUX
cblr-3425	448	22	also	also	ADV
cblr-3425	448	23	be	be	AUX
cblr-3425	448	24	captured	capture	VERB
cblr-3425	448	25	.	.	PUNCT
cblr-3425	449	1	for	for	ADP
cblr-3425	449	2	example	example	NOUN
cblr-3425	449	3	,	,	PUNCT
cblr-3425	449	4	a	a	DET
cblr-3425	449	5	computable	computable	ADJ
cblr-3425	449	6	contract	contract	NOUN
cblr-3425	449	7	for	for	ADP
cblr-3425	449	8	the	the	DET
cblr-3425	449	9	delivery	delivery	NOUN
cblr-3425	449	10	of	of	ADP
cblr-3425	449	11	widgets	widget	NOUN
cblr-3425	449	12	could	could	AUX
cblr-3425	449	13	collect	collect	VERB
cblr-3425	449	14	performance	performance	NOUN
cblr-3425	449	15	data	datum	NOUN
cblr-3425	449	16	such	such	ADJ
cblr-3425	449	17	as	as	ADP
cblr-3425	449	18	when	when	SCONJ
cblr-3425	449	19	the	the	DET
cblr-3425	449	20	widgets	widget	NOUN
cblr-3425	449	21	are	be	AUX
cblr-3425	449	22	delivered	deliver	VERB
cblr-3425	449	23	,	,	PUNCT
cblr-3425	449	24	how	how	SCONJ
cblr-3425	449	25	many	many	ADJ
cblr-3425	449	26	widgets	widget	NOUN
cblr-3425	449	27	are	be	AUX
cblr-3425	449	28	delivered	deliver	VERB
cblr-3425	449	29	,	,	PUNCT
cblr-3425	449	30	and	and	CCONJ
cblr-3425	449	31	the	the	DET
cblr-3425	449	32	quality	quality	NOUN
cblr-3425	449	33	of	of	ADP
cblr-3425	449	34	the	the	DET
cblr-3425	449	35	widgets	widget	NOUN
cblr-3425	449	36	delivered	deliver	VERB
cblr-3425	449	37	.	.	PUNCT
cblr-3425	450	1	based	base	VERB
cblr-3425	450	2	on	on	ADP
cblr-3425	450	3	this	this	DET
cblr-3425	450	4	information	information	NOUN
cblr-3425	450	5	,	,	PUNCT
cblr-3425	450	6	the	the	DET
cblr-3425	450	7	contract	contract	NOUN
cblr-3425	450	8	could	could	AUX
cblr-3425	450	9	determine	determine	VERB
cblr-3425	450	10	whether	whether	SCONJ
cblr-3425	450	11	the	the	DET
cblr-3425	450	12	delivering	deliver	VERB
cblr-3425	450	13	party	party	NOUN
cblr-3425	450	14	properly	properly	ADV
cblr-3425	450	15	performed	perform	VERB
cblr-3425	450	16	and	and	CCONJ
cblr-3425	450	17	,	,	PUNCT
cblr-3425	450	18	if	if	SCONJ
cblr-3425	450	19	so	so	ADV
cblr-3425	450	20	,	,	PUNCT
cblr-3425	450	21	how	how	SCONJ
cblr-3425	450	22	much	much	ADJ
cblr-3425	450	23	the	the	DET
cblr-3425	450	24	party	party	NOUN
cblr-3425	450	25	should	should	AUX
cblr-3425	450	26	be	be	AUX
cblr-3425	450	27	paid	pay	VERB
cblr-3425	450	28	under	under	ADP
cblr-3425	450	29	the	the	DET
cblr-3425	450	30	contract	contract	NOUN
cblr-3425	450	31	.	.	PUNCT
cblr-3425	451	1	if	if	SCONJ
cblr-3425	451	2	the	the	DET
cblr-3425	451	3	delivering	deliver	VERB
cblr-3425	451	4	party	party	NOUN
cblr-3425	451	5	does	do	AUX
cblr-3425	451	6	not	not	PART
cblr-3425	451	7	properly	properly	ADV
cblr-3425	451	8	perform	perform	VERB
cblr-3425	451	9	,	,	PUNCT
cblr-3425	451	10	the	the	DET
cblr-3425	451	11	contract	contract	NOUN
cblr-3425	451	12	could	could	AUX
cblr-3425	451	13	flag	flag	VERB
cblr-3425	451	14	that	that	SCONJ
cblr-3425	451	15	144	144	NUM
cblr-3425	451	16	see	see	NOUN
cblr-3425	451	17	surden	surden	NOUN
cblr-3425	451	18	,	,	PUNCT
cblr-3425	451	19	supra	supra	PROPN
cblr-3425	451	20	note	note	PROPN
cblr-3425	451	21	108	108	NUM
cblr-3425	451	22	,	,	PUNCT
cblr-3425	451	23	at	at	ADP
cblr-3425	451	24	658–59	658–59	NUM
cblr-3425	451	25	.	.	PUNCT
cblr-3425	452	1	computable	computable	ADJ
cblr-3425	452	2	contracts	contract	NOUN
cblr-3425	452	3	can	can	AUX
cblr-3425	452	4	be	be	AUX
cblr-3425	452	5	used	use	VERB
cblr-3425	452	6	to	to	PART
cblr-3425	452	7	collect	collect	VERB
cblr-3425	452	8	outcome	outcome	NOUN
cblr-3425	452	9	data	datum	NOUN
cblr-3425	452	10	regardless	regardless	ADV
cblr-3425	452	11	of	of	ADP
cblr-3425	452	12	whether	whether	SCONJ
cblr-3425	452	13	the	the	DET
cblr-3425	452	14	contract	contract	NOUN
cblr-3425	452	15	is	be	AUX
cblr-3425	452	16	completely	completely	ADV
cblr-3425	452	17	self	self	NOUN
cblr-3425	452	18	-	-	PUNCT
cblr-3425	452	19	executing	executing	NOUN
cblr-3425	452	20	or	or	CCONJ
cblr-3425	452	21	whether	whether	SCONJ
cblr-3425	452	22	the	the	DET
cblr-3425	452	23	contract	contract	NOUN
cblr-3425	452	24	merely	merely	ADV
cblr-3425	452	25	produces	produce	VERB
cblr-3425	452	26	a	a	DET
cblr-3425	452	27	prima	prima	NOUN
cblr-3425	452	28	facie	facie	NOUN
cblr-3425	452	29	assessment	assessment	NOUN
cblr-3425	452	30	that	that	PRON
cblr-3425	452	31	is	be	AUX
cblr-3425	452	32	then	then	ADV
cblr-3425	452	33	reviewed	review	VERB
cblr-3425	452	34	by	by	ADP
cblr-3425	452	35	the	the	DET
cblr-3425	452	36	parties	party	NOUN
cblr-3425	452	37	.	.	PUNCT
cblr-3425	453	1	i	i	PRON
cblr-3425	453	2	d.	d.	PROPN
cblr-3425	453	3	at	at	ADP
cblr-3425	453	4	636	636	NUM
cblr-3425	453	5	.	.	PUNCT
cblr-3425	454	1	as	as	ADP
cblr-3425	454	2	a	a	DET
cblr-3425	454	3	result	result	NOUN
cblr-3425	454	4	,	,	PUNCT
cblr-3425	454	5	this	this	DET
cblr-3425	454	6	article	article	NOUN
cblr-3425	454	7	does	do	AUX
cblr-3425	454	8	not	not	PART
cblr-3425	454	9	take	take	VERB
cblr-3425	454	10	a	a	DET
cblr-3425	454	11	position	position	NOUN
cblr-3425	454	12	on	on	ADP
cblr-3425	454	13	whether	whether	SCONJ
cblr-3425	454	14	computable	computable	ADJ
cblr-3425	454	15	contracts	contract	NOUN
cblr-3425	454	16	should	should	AUX
cblr-3425	454	17	be	be	AUX
cblr-3425	454	18	completely	completely	ADV
cblr-3425	454	19	self	self	NOUN
cblr-3425	454	20	-	-	PUNCT
cblr-3425	454	21	executing	executing	NOUN
cblr-3425	454	22	.	.	PUNCT
cblr-3425	455	1	145	145	NUM
cblr-3425	455	2	see	see	VERB
cblr-3425	455	3	supra	supra	PROPN
cblr-3425	455	4	note	note	PROPN
cblr-3425	455	5	7	7	NUM
cblr-3425	455	6	and	and	CCONJ
cblr-3425	455	7	accompanying	accompany	VERB
cblr-3425	455	8	text	text	NOUN
cblr-3425	455	9	.	.	PUNCT
cblr-3425	456	1	146	146	NUM
cblr-3425	456	2	see	see	VERB
cblr-3425	456	3	surden	surden	NOUN
cblr-3425	456	4	,	,	PUNCT
cblr-3425	456	5	supra	supra	PROPN
cblr-3425	456	6	note	note	PROPN
cblr-3425	456	7	108	108	NUM
cblr-3425	456	8	,	,	PUNCT
cblr-3425	456	9	at	at	ADP
cblr-3425	456	10	690–94	690–94	NOUN
cblr-3425	456	11	(	(	PUNCT
cblr-3425	456	12	noting	note	VERB
cblr-3425	456	13	that	that	SCONJ
cblr-3425	456	14	computable	computable	ADJ
cblr-3425	456	15	contracts	contract	NOUN
cblr-3425	456	16	can	can	AUX
cblr-3425	456	17	be	be	AUX
cblr-3425	456	18	used	use	VERB
cblr-3425	456	19	as	as	ADP
cblr-3425	456	20	inputs	input	NOUN
cblr-3425	456	21	for	for	ADP
cblr-3425	456	22	other	other	ADJ
cblr-3425	456	23	systems	system	NOUN
cblr-3425	456	24	)	)	PUNCT
cblr-3425	456	25	.	.	PUNCT
cblr-3425	457	1	no	no	INTJ
cblr-3425	457	2	.	.	NOUN
cblr-3425	457	3	2:621	2:621	NUM
cblr-3425	457	4	]	]	X
cblr-3425	457	5	predictive	predictive	ADJ
cblr-3425	457	6	contracting	contracting	NOUN
cblr-3425	457	7	659	659	NUM
cblr-3425	457	8	there	there	PRON
cblr-3425	457	9	is	be	VERB
cblr-3425	457	10	a	a	DET
cblr-3425	457	11	dispute	dispute	NOUN
cblr-3425	457	12	.	.	PUNCT
cblr-3425	458	1	meanwhile	meanwhile	ADV
cblr-3425	458	2	,	,	PUNCT
cblr-3425	458	3	all	all	PRON
cblr-3425	458	4	of	of	ADP
cblr-3425	458	5	this	this	DET
cblr-3425	458	6	outcome	outcome	NOUN
cblr-3425	458	7	data	datum	NOUN
cblr-3425	458	8	could	could	AUX
cblr-3425	458	9	be	be	AUX
cblr-3425	458	10	collected	collect	VERB
cblr-3425	458	11	and	and	CCONJ
cblr-3425	458	12	made	make	VERB
cblr-3425	458	13	available	available	ADJ
cblr-3425	458	14	for	for	ADP
cblr-3425	458	15	analysis	analysis	NOUN
cblr-3425	458	16	.	.	PUNCT
cblr-3425	459	1	although	although	SCONJ
cblr-3425	459	2	computable	computable	ADJ
cblr-3425	459	3	contracts	contract	NOUN
cblr-3425	459	4	are	be	AUX
cblr-3425	459	5	not	not	PART
cblr-3425	459	6	yet	yet	ADV
cblr-3425	459	7	available	available	ADJ
cblr-3425	459	8	for	for	ADP
cblr-3425	459	9	widespread	widespread	ADJ
cblr-3425	459	10	use	use	NOUN
cblr-3425	459	11	,	,	PUNCT
cblr-3425	459	12	a	a	DET
cblr-3425	459	13	critical	critical	ADJ
cblr-3425	459	14	technological	technological	ADJ
cblr-3425	459	15	innovation	innovation	NOUN
cblr-3425	459	16	has	have	AUX
cblr-3425	459	17	substantially	substantially	ADV
cblr-3425	459	18	increased	increase	VERB
cblr-3425	459	19	their	their	PRON
cblr-3425	459	20	feasibility	feasibility	NOUN
cblr-3425	459	21	:	:	PUNCT
cblr-3425	460	1	blockchain	blockchain	PROPN
cblr-3425	460	2	.	.	PROPN
cblr-3425	460	3	initially	initially	ADV
cblr-3425	460	4	introduced	introduce	VERB
cblr-3425	460	5	in	in	ADP
cblr-3425	460	6	2008	2008	NUM
cblr-3425	460	7	,	,	PUNCT
cblr-3425	460	8	blockchain	blockchain	PROPN
cblr-3425	460	9	is	be	AUX
cblr-3425	460	10	best	well	ADV
cblr-3425	460	11	known	know	VERB
cblr-3425	460	12	as	as	ADP
cblr-3425	460	13	the	the	DET
cblr-3425	460	14	technology	technology	NOUN
cblr-3425	460	15	that	that	PRON
cblr-3425	460	16	underlies	underlie	VERB
cblr-3425	460	17	digital	digital	ADJ
cblr-3425	460	18	currencies	currency	NOUN
cblr-3425	460	19	such	such	ADJ
cblr-3425	460	20	as	as	ADP
cblr-3425	460	21	bitcoin.147	bitcoin.147	PROPN
cblr-3425	460	22	a	a	DET
cblr-3425	460	23	blockchain	blockchain	PROPN
cblr-3425	460	24	is	be	AUX
cblr-3425	460	25	a	a	DET
cblr-3425	460	26	continuously	continuously	ADV
cblr-3425	460	27	growing	grow	VERB
cblr-3425	460	28	public	public	ADJ
cblr-3425	460	29	ledger	ledger	NOUN
cblr-3425	460	30	of	of	ADP
cblr-3425	460	31	transactions	transaction	NOUN
cblr-3425	460	32	(	(	PUNCT
cblr-3425	460	33	known	know	VERB
cblr-3425	460	34	as	as	ADP
cblr-3425	460	35	“	"	PUNCT
cblr-3425	460	36	blocks	block	NOUN
cblr-3425	460	37	”	"	PUNCT
cblr-3425	460	38	)	)	PUNCT
cblr-3425	460	39	supported	support	VERB
cblr-3425	460	40	by	by	ADP
cblr-3425	460	41	a	a	DET
cblr-3425	460	42	distributed	distribute	VERB
cblr-3425	460	43	,	,	PUNCT
cblr-3425	460	44	peer	peer	NOUN
cblr-3425	460	45	-	-	PUNCT
cblr-3425	460	46	to	to	ADP
cblr-3425	460	47	-	-	PUNCT
cblr-3425	460	48	peer	peer	NOUN
cblr-3425	460	49	network	network	NOUN
cblr-3425	460	50	that	that	PRON
cblr-3425	460	51	uses	use	VERB
cblr-3425	460	52	cryptography	cryptography	NOUN
cblr-3425	460	53	to	to	PART
cblr-3425	460	54	ensure	ensure	VERB
cblr-3425	460	55	the	the	DET
cblr-3425	460	56	validity	validity	NOUN
cblr-3425	460	57	of	of	ADP
cblr-3425	460	58	the	the	DET
cblr-3425	460	59	blocks	block	NOUN
cblr-3425	460	60	in	in	ADP
cblr-3425	460	61	the	the	DET
cblr-3425	460	62	overall	overall	ADJ
cblr-3425	460	63	chain.148	chain.148	NOUN
cblr-3425	460	64	the	the	DET
cblr-3425	460	65	key	key	ADJ
cblr-3425	460	66	feature	feature	NOUN
cblr-3425	460	67	of	of	ADP
cblr-3425	460	68	a	a	DET
cblr-3425	460	69	blockchain	blockchain	NOUN
cblr-3425	460	70	network	network	NOUN
cblr-3425	460	71	is	be	AUX
cblr-3425	460	72	that	that	SCONJ
cblr-3425	460	73	it	it	PRON
cblr-3425	460	74	does	do	AUX
cblr-3425	460	75	not	not	PART
cblr-3425	460	76	require	require	VERB
cblr-3425	460	77	a	a	DET
cblr-3425	460	78	trust	trust	NOUN
cblr-3425	460	79	intermediary	intermediary	NOUN
cblr-3425	460	80	such	such	ADJ
cblr-3425	460	81	as	as	ADP
cblr-3425	460	82	a	a	DET
cblr-3425	460	83	bank	bank	NOUN
cblr-3425	460	84	or	or	CCONJ
cblr-3425	460	85	clearinghouse	clearinghouse	NOUN
cblr-3425	460	86	to	to	PART
cblr-3425	460	87	validate	validate	VERB
cblr-3425	460	88	transactions	transaction	NOUN
cblr-3425	460	89	on	on	ADP
cblr-3425	460	90	the	the	DET
cblr-3425	460	91	network.149	network.149	PROPN
cblr-3425	460	92	instead	instead	ADV
cblr-3425	460	93	,	,	PUNCT
cblr-3425	460	94	the	the	DET
cblr-3425	460	95	integrity	integrity	NOUN
cblr-3425	460	96	of	of	ADP
cblr-3425	460	97	a	a	DET
cblr-3425	460	98	blockchain	blockchain	PROPN
cblr-3425	460	99	network	network	NOUN
cblr-3425	460	100	is	be	AUX
cblr-3425	460	101	maintained	maintain	VERB
cblr-3425	460	102	by	by	ADP
cblr-3425	460	103	what	what	PRON
cblr-3425	460	104	is	be	AUX
cblr-3425	460	105	commonly	commonly	ADV
cblr-3425	460	106	referred	refer	VERB
cblr-3425	460	107	to	to	ADP
cblr-3425	460	108	as	as	ADP
cblr-3425	460	109	a	a	DET
cblr-3425	460	110	“	"	PUNCT
cblr-3425	460	111	proof	proof	NOUN
cblr-3425	460	112	-	-	PUNCT
cblr-3425	460	113	of	of	ADP
cblr-3425	460	114	-	-	PUNCT
cblr-3425	460	115	work	work	NOUN
cblr-3425	460	116	”	"	PUNCT
cblr-3425	460	117	system.150	system.150	NOUN
cblr-3425	460	118	a	a	DET
cblr-3425	460	119	proof	proof	NOUN
cblr-3425	460	120	-	-	PUNCT
cblr-3425	460	121	of	of	ADP
cblr-3425	460	122	-	-	PUNCT
cblr-3425	460	123	work	work	NOUN
cblr-3425	460	124	system	system	NOUN
cblr-3425	460	125	functions	function	NOUN
cblr-3425	460	126	by	by	ADP
cblr-3425	460	127	having	have	VERB
cblr-3425	460	128	a	a	DET
cblr-3425	460	129	distributed	distribute	VERB
cblr-3425	460	130	network	network	NOUN
cblr-3425	460	131	of	of	ADP
cblr-3425	460	132	“	"	PUNCT
cblr-3425	460	133	miners	miner	NOUN
cblr-3425	460	134	”	"	PUNCT
cblr-3425	460	135	147	147	NUM
cblr-3425	460	136	for	for	ADP
cblr-3425	460	137	the	the	DET
cblr-3425	460	138	original	original	ADJ
cblr-3425	460	139	bitcoin	bitcoin	NOUN
cblr-3425	460	140	paper	paper	NOUN
cblr-3425	460	141	that	that	PRON
cblr-3425	460	142	introduced	introduce	VERB
cblr-3425	460	143	blockchain	blockchain	PROPN
cblr-3425	460	144	technology	technology	PROPN
cblr-3425	460	145	,	,	PUNCT
cblr-3425	460	146	see	see	VERB
cblr-3425	460	147	satoshi	satoshi	PROPN
cblr-3425	460	148	nakamoto	nakamoto	PROPN
cblr-3425	460	149	,	,	PUNCT
cblr-3425	460	150	bitcoin	bitcoin	VERB
cblr-3425	460	151	:	:	PUNCT
cblr-3425	460	152	a	a	DET
cblr-3425	460	153	peer	peer	NOUN
cblr-3425	460	154	-	-	PUNCT
cblr-3425	460	155	to	to	ADP
cblr-3425	460	156	-	-	PUNCT
cblr-3425	460	157	peer	peer	NOUN
cblr-3425	460	158	electronic	electronic	ADJ
cblr-3425	460	159	cash	cash	NOUN
cblr-3425	460	160	system	system	NOUN
cblr-3425	460	161	bitcoin.org	bitcoin.org	X
cblr-3425	460	162	,	,	PUNCT
cblr-3425	460	163	https://bitcoin.org/bitcoin.pdf	https://bitcoin.org/bitcoin.pdf	NOUN
cblr-3425	461	1	[	[	X
cblr-3425	461	2	https://perma.cc/n55dltxa	https://perma.cc/n55dltxa	X
cblr-3425	461	3	]	]	X
cblr-3425	461	4	.	.	PUNCT
cblr-3425	462	1	the	the	DET
cblr-3425	462	2	paper	paper	NOUN
cblr-3425	462	3	was	be	AUX
cblr-3425	462	4	published	publish	VERB
cblr-3425	462	5	under	under	ADP
cblr-3425	462	6	the	the	DET
cblr-3425	462	7	pseudonym	pseudonym	NOUN
cblr-3425	462	8	satoshi	satoshi	PROPN
cblr-3425	462	9	nakamoto	nakamoto	PROPN
cblr-3425	462	10	.	.	PUNCT
cblr-3425	463	1	the	the	DET
cblr-3425	463	2	identity	identity	NOUN
cblr-3425	463	3	of	of	ADP
cblr-3425	463	4	the	the	DET
cblr-3425	463	5	person	person	NOUN
cblr-3425	463	6	or	or	CCONJ
cblr-3425	463	7	persons	person	NOUN
cblr-3425	463	8	who	who	PRON
cblr-3425	463	9	created	create	VERB
cblr-3425	463	10	bitcoin	bitcoin	NOUN
cblr-3425	463	11	and	and	CCONJ
cblr-3425	463	12	blockchain	blockchain	PROPN
cblr-3425	463	13	remains	remain	VERB
cblr-3425	463	14	a	a	DET
cblr-3425	463	15	mystery	mystery	NOUN
cblr-3425	463	16	,	,	PUNCT
cblr-3425	463	17	though	though	SCONJ
cblr-3425	463	18	there	there	PRON
cblr-3425	463	19	are	be	VERB
cblr-3425	463	20	many	many	ADJ
cblr-3425	463	21	theories	theory	NOUN
cblr-3425	463	22	.	.	PUNCT
cblr-3425	464	1	see	see	VERB
cblr-3425	464	2	satoshi	satoshi	PROPN
cblr-3425	464	3	nakamoto	nakamoto	PROPN
cblr-3425	464	4	,	,	PUNCT
cblr-3425	464	5	wikipedia	wikipedia	PROPN
cblr-3425	464	6	,	,	PUNCT
cblr-3425	464	7	https://en.wikipedia.org/wiki/satoshi_nakamoto	https://en.wikipedia.org/wiki/satoshi_nakamoto	NOUN
cblr-3425	465	1	[	[	X
cblr-3425	465	2	https://perma	https://perma	PART
cblr-3425	465	3	.cc/2cku	.cc/2cku	PROPN
cblr-3425	465	4	-	-	PUNCT
cblr-3425	465	5	k6wk	k6wk	NOUN
cblr-3425	465	6	]	]	X
cblr-3425	465	7	.	.	PUNCT
cblr-3425	465	8	148	148	NUM
cblr-3425	465	9	see	see	VERB
cblr-3425	465	10	nakamoto	nakamoto	NOUN
cblr-3425	465	11	,	,	PUNCT
cblr-3425	465	12	supra	supra	PROPN
cblr-3425	465	13	note	note	PROPN
cblr-3425	465	14	147	147	NUM
cblr-3425	465	15	;	;	PUNCT
cblr-3425	465	16	see	see	VERB
cblr-3425	465	17	also	also	ADV
cblr-3425	465	18	catherine	catherine	PROPN
cblr-3425	465	19	martin	martin	PROPN
cblr-3425	465	20	christopher	christopher	PROPN
cblr-3425	465	21	,	,	PUNCT
cblr-3425	465	22	the	the	DET
cblr-3425	465	23	bridging	bridging	NOUN
cblr-3425	465	24	model	model	NOUN
cblr-3425	465	25	:	:	PUNCT
cblr-3425	465	26	exploring	explore	VERB
cblr-3425	465	27	the	the	DET
cblr-3425	465	28	roles	role	NOUN
cblr-3425	465	29	of	of	ADP
cblr-3425	465	30	trust	trust	NOUN
cblr-3425	465	31	and	and	CCONJ
cblr-3425	465	32	enforcement	enforcement	NOUN
cblr-3425	465	33	in	in	ADP
cblr-3425	465	34	banking	banking	NOUN
cblr-3425	465	35	,	,	PUNCT
cblr-3425	465	36	bitcoin	bitcoin	NOUN
cblr-3425	465	37	,	,	PUNCT
cblr-3425	465	38	and	and	CCONJ
cblr-3425	465	39	the	the	DET
cblr-3425	465	40	blockchain	blockchain	NOUN
cblr-3425	465	41	,	,	PUNCT
cblr-3425	465	42	17	17	NUM
cblr-3425	465	43	nev	nev	NOUN
cblr-3425	465	44	.	.	PROPN
cblr-3425	466	1	l.j	l.j	PROPN
cblr-3425	466	2	.	.	PROPN
cblr-3425	466	3	139	139	NUM
cblr-3425	466	4	,	,	PUNCT
cblr-3425	466	5	152	152	NUM
cblr-3425	466	6	(	(	PUNCT
cblr-3425	466	7	2016	2016	NUM
cblr-3425	466	8	)	)	PUNCT
cblr-3425	466	9	;	;	PUNCT
cblr-3425	466	10	joshua	joshua	PROPN
cblr-3425	466	11	fairfield	fairfield	PROPN
cblr-3425	466	12	,	,	PUNCT
cblr-3425	466	13	smart	smart	ADJ
cblr-3425	466	14	contracts	contract	NOUN
cblr-3425	466	15	,	,	PUNCT
cblr-3425	466	16	bitcoin	bitcoin	NOUN
cblr-3425	466	17	bots	bot	NOUN
cblr-3425	466	18	,	,	PUNCT
cblr-3425	466	19	and	and	CCONJ
cblr-3425	466	20	consumer	consumer	NOUN
cblr-3425	466	21	protection	protection	NOUN
cblr-3425	466	22	,	,	PUNCT
cblr-3425	466	23	71	71	NUM
cblr-3425	466	24	wash	wash	NOUN
cblr-3425	466	25	.	.	PUNCT
cblr-3425	466	26	&	&	CCONJ
cblr-3425	466	27	lee	lee	PROPN
cblr-3425	466	28	l.	l.	PROPN
cblr-3425	466	29	rev	rev	PROPN
cblr-3425	466	30	.	.	PROPN
cblr-3425	467	1	online	online	ADJ
cblr-3425	467	2	35	35	NUM
cblr-3425	467	3	,	,	PUNCT
cblr-3425	467	4	36–37	36–37	PROPN
cblr-3425	467	5	(	(	PUNCT
cblr-3425	467	6	2014	2014	NUM
cblr-3425	467	7	)	)	PUNCT
cblr-3425	467	8	;	;	PUNCT
cblr-3425	467	9	shahla	shahla	NOUN
cblr-3425	467	10	hazratjee	hazratjee	NOUN
cblr-3425	467	11	,	,	PUNCT
cblr-3425	467	12	note	note	VERB
cblr-3425	467	13	,	,	PUNCT
cblr-3425	467	14	bitcoin	bitcoin	VERB
cblr-3425	467	15	:	:	PUNCT
cblr-3425	467	16	the	the	DET
cblr-3425	467	17	trade	trade	NOUN
cblr-3425	467	18	of	of	ADP
cblr-3425	467	19	digital	digital	ADJ
cblr-3425	467	20	signatures	signature	NOUN
cblr-3425	467	21	,	,	PUNCT
cblr-3425	467	22	41	41	NUM
cblr-3425	467	23	t.	t.	PROPN
cblr-3425	467	24	marshall	marshall	PROPN
cblr-3425	467	25	l.	l.	PROPN
cblr-3425	467	26	rev	rev	PROPN
cblr-3425	467	27	.	.	PROPN
cblr-3425	467	28	55	55	NUM
cblr-3425	467	29	,	,	PUNCT
cblr-3425	467	30	58–60	58–60	NUM
cblr-3425	467	31	(	(	PUNCT
cblr-3425	467	32	2015	2015	NUM
cblr-3425	467	33	)	)	PUNCT
cblr-3425	467	34	;	;	PUNCT
cblr-3425	467	35	trevor	trevor	NOUN
cblr-3425	467	36	kiviat	kiviat	PROPN
cblr-3425	467	37	,	,	PUNCT
cblr-3425	467	38	note	note	NOUN
cblr-3425	467	39	,	,	PUNCT
cblr-3425	467	40	beyond	beyond	ADP
cblr-3425	467	41	bitcoin	bitcoin	NOUN
cblr-3425	467	42	:	:	PUNCT
cblr-3425	467	43	issues	issue	NOUN
cblr-3425	467	44	in	in	ADP
cblr-3425	467	45	regulating	regulate	VERB
cblr-3425	467	46	blockchain	blockchain	NOUN
cblr-3425	467	47	transactions	transaction	NOUN
cblr-3425	467	48	,	,	PUNCT
cblr-3425	467	49	65	65	NUM
cblr-3425	467	50	duke	duke	PROPN
cblr-3425	467	51	l.j	l.j	PROPN
cblr-3425	467	52	.	.	PROPN
cblr-3425	467	53	569	569	NUM
cblr-3425	467	54	,	,	PUNCT
cblr-3425	467	55	578–80	578–80	PROPN
cblr-3425	467	56	(	(	PUNCT
cblr-3425	467	57	2015	2015	NUM
cblr-3425	467	58	)	)	PUNCT
cblr-3425	467	59	;	;	PUNCT
cblr-3425	467	60	marco	marco	PROPN
cblr-3425	467	61	iansiti	iansiti	PROPN
cblr-3425	467	62	&	&	CCONJ
cblr-3425	467	63	karim	karim	PROPN
cblr-3425	467	64	r.	r.	PROPN
cblr-3425	467	65	lakhani	lakhani	PROPN
cblr-3425	467	66	,	,	PUNCT
cblr-3425	467	67	the	the	DET
cblr-3425	467	68	truth	truth	NOUN
cblr-3425	467	69	about	about	ADP
cblr-3425	467	70	blockchain	blockchain	PROPN
cblr-3425	467	71	,	,	PUNCT
cblr-3425	467	72	harv	harv	PROPN
cblr-3425	467	73	.	.	PUNCT
cblr-3425	468	1	bus	bus	NOUN
cblr-3425	468	2	.	.	PUNCT
cblr-3425	469	1	rev	rev	PROPN
cblr-3425	469	2	.	.	PROPN
cblr-3425	469	3	,	,	PUNCT
cblr-3425	469	4	feb	feb	PROPN
cblr-3425	469	5	.	.	PROPN
cblr-3425	469	6	2017	2017	NUM
cblr-3425	469	7	;	;	PUNCT
cblr-3425	469	8	emile	emile	PROPN
cblr-3425	469	9	loza	loza	PROPN
cblr-3425	469	10	de	de	PROPN
cblr-3425	469	11	siles	siles	PROPN
cblr-3425	469	12	,	,	PUNCT
cblr-3425	469	13	blockchain	blockchain	PROPN
cblr-3425	469	14	:	:	PUNCT
cblr-3425	469	15	a	a	DET
cblr-3425	469	16	short	short	ADJ
cblr-3425	469	17	primer	primer	NOUN
cblr-3425	469	18	for	for	ADP
cblr-3425	469	19	lawyers	lawyer	NOUN
cblr-3425	469	20	,	,	PUNCT
cblr-3425	469	21	l.j	l.j	PROPN
cblr-3425	469	22	.	.	PROPN
cblr-3425	469	23	newsletters	newsletter	NOUN
cblr-3425	469	24	,	,	PUNCT
cblr-3425	469	25	mar	mar	PROPN
cblr-3425	469	26	.	.	PROPN
cblr-3425	469	27	2017	2017	NUM
cblr-3425	469	28	,	,	PUNCT
cblr-3425	469	29	http://www.lawjournalnews	http://www.lawjournalnews	X
cblr-3425	469	30	letters.com/sites/lawjournalnewsletters/2017/03/01/blockchain-a-shortprimer-for-lawyers/?slreturn=20180408202029[https://perma.cc/p446kvt8	letters.com/sites/lawjournalnewsletters/2017/03/01/blockchain-a-shortprimer-for-lawyers/?slreturn=20180408202029[https://perma.cc/p446kvt8	PRON
cblr-3425	469	31	]	]	PUNCT
cblr-3425	469	32	.	.	PUNCT
cblr-3425	470	1	149	149	NUM
cblr-3425	470	2	see	see	VERB
cblr-3425	470	3	nakamoto	nakamoto	NOUN
cblr-3425	470	4	,	,	PUNCT
cblr-3425	470	5	supra	supra	PROPN
cblr-3425	470	6	note	note	PROPN
cblr-3425	470	7	147	147	NUM
cblr-3425	470	8	;	;	PUNCT
cblr-3425	470	9	see	see	VERB
cblr-3425	470	10	also	also	ADV
cblr-3425	470	11	christopher	christopher	PROPN
cblr-3425	470	12	,	,	PUNCT
cblr-3425	470	13	supra	supra	PROPN
cblr-3425	470	14	note	note	PROPN
cblr-3425	470	15	148	148	NUM
cblr-3425	470	16	,	,	PUNCT
cblr-3425	470	17	at	at	ADP
cblr-3425	470	18	17	17	NUM
cblr-3425	470	19	;	;	PUNCT
cblr-3425	470	20	fairfield	fairfield	PROPN
cblr-3425	470	21	,	,	PUNCT
cblr-3425	470	22	supra	supra	PROPN
cblr-3425	470	23	note	note	PROPN
cblr-3425	470	24	148	148	NUM
cblr-3425	470	25	,	,	PUNCT
cblr-3425	470	26	at	at	ADP
cblr-3425	470	27	40	40	NUM
cblr-3425	470	28	;	;	PUNCT
cblr-3425	470	29	kiviat	kiviat	NOUN
cblr-3425	470	30	,	,	PUNCT
cblr-3425	470	31	supra	supra	PROPN
cblr-3425	470	32	note	note	NOUN
cblr-3425	470	33	148	148	NUM
cblr-3425	470	34	,	,	PUNCT
cblr-3425	470	35	at	at	ADP
cblr-3425	470	36	574	574	NUM
cblr-3425	470	37	.	.	PUNCT
cblr-3425	471	1	150	150	NUM
cblr-3425	471	2	see	see	NOUN
cblr-3425	471	3	nakamoto	nakamoto	NOUN
cblr-3425	471	4	,	,	PUNCT
cblr-3425	471	5	supra	supra	PROPN
cblr-3425	471	6	note	note	NOUN
cblr-3425	471	7	147	147	NUM
cblr-3425	471	8	,	,	PUNCT
cblr-3425	471	9	at	at	ADP
cblr-3425	471	10	3	3	NUM
cblr-3425	471	11	.	.	NUM
cblr-3425	471	12	660	660	NUM
cblr-3425	472	1	columbia	columbia	PROPN
cblr-3425	472	2	business	business	NOUN
cblr-3425	472	3	law	law	PROPN
cblr-3425	472	4	review	review	NOUN
cblr-3425	472	5	[	[	X
cblr-3425	472	6	vol	vol	NOUN
cblr-3425	472	7	.	.	PUNCT
cblr-3425	472	8	2019	2019	NUM
cblr-3425	472	9	complete	complete	ADJ
cblr-3425	472	10	computationally	computationally	ADV
cblr-3425	472	11	difficult	difficult	ADJ
cblr-3425	472	12	cryptographic	cryptographic	ADJ
cblr-3425	472	13	tasks	task	NOUN
cblr-3425	472	14	to	to	PART
cblr-3425	472	15	verify	verify	VERB
cblr-3425	472	16	transactions	transaction	NOUN
cblr-3425	472	17	on	on	ADP
cblr-3425	472	18	the	the	DET
cblr-3425	472	19	blockchain	blockchain	PROPN
cblr-3425	472	20	network.151	network.151	PROPN
cblr-3425	472	21	each	each	DET
cblr-3425	472	22	verified	verify	VERB
cblr-3425	472	23	transaction	transaction	NOUN
cblr-3425	472	24	block	block	NOUN
cblr-3425	472	25	is	be	AUX
cblr-3425	472	26	added	add	VERB
cblr-3425	472	27	to	to	ADP
cblr-3425	472	28	a	a	DET
cblr-3425	472	29	chain	chain	NOUN
cblr-3425	472	30	of	of	ADP
cblr-3425	472	31	previously	previously	ADV
cblr-3425	472	32	verified	verify	VERB
cblr-3425	472	33	blocks	block	NOUN
cblr-3425	472	34	and	and	CCONJ
cblr-3425	472	35	the	the	DET
cblr-3425	472	36	“	"	PUNCT
cblr-3425	472	37	longest	long	ADJ
cblr-3425	472	38	”	"	PUNCT
cblr-3425	472	39	chain	chain	NOUN
cblr-3425	472	40	(	(	PUNCT
cblr-3425	472	41	i.e.	i.e.	X
cblr-3425	472	42	the	the	DET
cblr-3425	472	43	sequence	sequence	NOUN
cblr-3425	472	44	with	with	ADP
cblr-3425	472	45	the	the	DET
cblr-3425	472	46	most	most	ADV
cblr-3425	472	47	verified	verify	VERB
cblr-3425	472	48	transactions	transaction	NOUN
cblr-3425	472	49	)	)	PUNCT
cblr-3425	472	50	is	be	AUX
cblr-3425	472	51	treated	treat	VERB
cblr-3425	472	52	as	as	SCONJ
cblr-3425	472	53	the	the	DET
cblr-3425	472	54	official	official	ADJ
cblr-3425	472	55	chain.152	chain.152	PROPN
cblr-3425	472	56	miners	miner	NOUN
cblr-3425	472	57	are	be	AUX
cblr-3425	472	58	rewarded	reward	VERB
cblr-3425	472	59	for	for	ADP
cblr-3425	472	60	their	their	PRON
cblr-3425	472	61	work	work	NOUN
cblr-3425	472	62	with	with	ADP
cblr-3425	472	63	units	unit	NOUN
cblr-3425	472	64	of	of	ADP
cblr-3425	472	65	value	value	NOUN
cblr-3425	472	66	on	on	ADP
cblr-3425	472	67	the	the	DET
cblr-3425	472	68	network	network	NOUN
cblr-3425	472	69	,	,	PUNCT
cblr-3425	472	70	of	of	ADP
cblr-3425	472	71	which	which	PRON
cblr-3425	472	72	bitcoin	bitcoin	NOUN
cblr-3425	472	73	is	be	AUX
cblr-3425	472	74	an	an	DET
cblr-3425	472	75	example.153	example.153	NOUN
cblr-3425	472	76	to	to	PART
cblr-3425	472	77	disrupt	disrupt	VERB
cblr-3425	472	78	the	the	DET
cblr-3425	472	79	validity	validity	NOUN
cblr-3425	472	80	of	of	ADP
cblr-3425	472	81	a	a	DET
cblr-3425	472	82	blockchain	blockchain	PROPN
cblr-3425	472	83	network	network	NOUN
cblr-3425	472	84	,	,	PUNCT
cblr-3425	472	85	a	a	DET
cblr-3425	472	86	bad	bad	ADJ
cblr-3425	472	87	actor	actor	NOUN
cblr-3425	472	88	would	would	AUX
cblr-3425	472	89	need	need	VERB
cblr-3425	472	90	to	to	PART
cblr-3425	472	91	amass	amass	VERB
cblr-3425	472	92	a	a	DET
cblr-3425	472	93	majority	majority	NOUN
cblr-3425	472	94	of	of	ADP
cblr-3425	472	95	computing	compute	VERB
cblr-3425	472	96	power	power	NOUN
cblr-3425	472	97	on	on	ADP
cblr-3425	472	98	the	the	DET
cblr-3425	472	99	network	network	NOUN
cblr-3425	472	100	,	,	PUNCT
cblr-3425	472	101	which	which	PRON
cblr-3425	472	102	could	could	AUX
cblr-3425	472	103	be	be	AUX
cblr-3425	472	104	incredibly	incredibly	ADV
cblr-3425	472	105	expensive.154	expensive.154	NOUN
cblr-3425	472	106	such	such	DET
cblr-3425	472	107	an	an	DET
cblr-3425	472	108	actor	actor	NOUN
cblr-3425	472	109	would	would	AUX
cblr-3425	472	110	not	not	PART
cblr-3425	472	111	have	have	VERB
cblr-3425	472	112	an	an	DET
cblr-3425	472	113	incentive	incentive	NOUN
cblr-3425	472	114	to	to	PART
cblr-3425	472	115	do	do	AUX
cblr-3425	472	116	so	so	ADV
cblr-3425	472	117	,	,	PUNCT
cblr-3425	472	118	however	however	ADV
cblr-3425	472	119	,	,	PUNCT
cblr-3425	472	120	because	because	SCONJ
cblr-3425	472	121	trust	trust	NOUN
cblr-3425	472	122	in	in	ADP
cblr-3425	472	123	the	the	DET
cblr-3425	472	124	network	network	NOUN
cblr-3425	472	125	would	would	AUX
cblr-3425	472	126	deteriorate	deteriorate	VERB
cblr-3425	472	127	and	and	CCONJ
cblr-3425	472	128	the	the	DET
cblr-3425	472	129	actor	actor	NOUN
cblr-3425	472	130	’s	’s	PART
cblr-3425	472	131	units	unit	NOUN
cblr-3425	472	132	of	of	ADP
cblr-3425	472	133	value	value	NOUN
cblr-3425	472	134	on	on	ADP
cblr-3425	472	135	the	the	DET
cblr-3425	472	136	network	network	NOUN
cblr-3425	472	137	would	would	AUX
cblr-3425	472	138	become	become	VERB
cblr-3425	472	139	worthless.155	worthless.155	NOUN
cblr-3425	472	140	while	while	SCONJ
cblr-3425	472	141	public	public	ADJ
cblr-3425	472	142	attention	attention	NOUN
cblr-3425	472	143	has	have	AUX
cblr-3425	472	144	largely	largely	ADV
cblr-3425	472	145	focused	focus	VERB
cblr-3425	472	146	on	on	ADP
cblr-3425	472	147	blockchain	blockchain	PROPN
cblr-3425	472	148	’s	’s	PART
cblr-3425	472	149	cryptocurrency	cryptocurrency	NOUN
cblr-3425	472	150	applications	application	NOUN
cblr-3425	472	151	,	,	PUNCT
cblr-3425	472	152	many	many	ADJ
cblr-3425	472	153	commentators	commentator	NOUN
cblr-3425	472	154	have	have	AUX
cblr-3425	472	155	noted	note	VERB
cblr-3425	472	156	that	that	SCONJ
cblr-3425	472	157	blockchain	blockchain	PROPN
cblr-3425	472	158	’s	’s	PART
cblr-3425	472	159	ability	ability	NOUN
cblr-3425	472	160	to	to	PART
cblr-3425	472	161	verify	verify	VERB
cblr-3425	472	162	transactions	transaction	NOUN
cblr-3425	472	163	without	without	ADP
cblr-3425	472	164	needing	need	VERB
cblr-3425	472	165	a	a	DET
cblr-3425	472	166	trust	trust	NOUN
cblr-3425	472	167	intermediary	intermediary	NOUN
cblr-3425	472	168	has	have	VERB
cblr-3425	472	169	the	the	DET
cblr-3425	472	170	potential	potential	NOUN
cblr-3425	472	171	to	to	PART
cblr-3425	472	172	enable	enable	VERB
cblr-3425	472	173	computable	computable	ADJ
cblr-3425	472	174	contracts.156	contracts.156	PROPN
cblr-3425	472	175	companies	company	NOUN
cblr-3425	472	176	and	and	CCONJ
cblr-3425	472	177	organizations	organization	NOUN
cblr-3425	472	178	have	have	AUX
cblr-3425	472	179	begun	begin	VERB
cblr-3425	472	180	to	to	PART
cblr-3425	472	181	experiment	experiment	VERB
cblr-3425	472	182	with	with	ADP
cblr-3425	472	183	blockchain	blockchain	PROPN
cblr-3425	472	184	-	-	PUNCT
cblr-3425	472	185	enabled	enable	VERB
cblr-3425	472	186	computable	computable	ADJ
cblr-3425	472	187	contracts	contract	NOUN
cblr-3425	472	188	,	,	PUNCT
cblr-3425	472	189	the	the	DET
cblr-3425	472	190	most	most	ADV
cblr-3425	472	191	notable	notable	ADJ
cblr-3425	472	192	of	of	ADP
cblr-3425	472	193	which	which	PRON
cblr-3425	472	194	is	be	AUX
cblr-3425	472	195	ethereum.157	ethereum.157	PROPN
cblr-3425	472	196	ethereum	ethereum	NOUN
cblr-3425	472	197	has	have	AUX
cblr-3425	472	198	created	create	VERB
cblr-3425	472	199	a	a	DET
cblr-3425	472	200	blockchain	blockchain	NOUN
cblr-3425	472	201	-	-	PUNCT
cblr-3425	472	202	enabled	enable	VERB
cblr-3425	472	203	platform	platform	NOUN
cblr-3425	472	204	on	on	ADP
cblr-3425	472	205	top	top	NOUN
cblr-3425	472	206	of	of	ADP
cblr-3425	472	207	which	which	PRON
cblr-3425	472	208	users	user	NOUN
cblr-3425	472	209	can	can	AUX
cblr-3425	472	210	build	build	VERB
cblr-3425	472	211	151	151	NUM
cblr-3425	472	212	i	i	NOUN
cblr-3425	472	213	d.	d.	PROPN
cblr-3425	472	214	152	152	NUM
cblr-3425	473	1	i	i	PRON
cblr-3425	473	2	d.	d.	PROPN
cblr-3425	473	3	153	153	NUM
cblr-3425	474	1	i	i	PRON
cblr-3425	474	2	d.	d.	PROPN
cblr-3425	474	3	at	at	ADP
cblr-3425	474	4	4	4	NUM
cblr-3425	474	5	.	.	NUM
cblr-3425	474	6	154	154	NUM
cblr-3425	475	1	i	i	PRON
cblr-3425	475	2	d.	d.	PROPN
cblr-3425	475	3	at	at	ADP
cblr-3425	475	4	3	3	NUM
cblr-3425	475	5	.	.	PUNCT
cblr-3425	476	1	this	this	PRON
cblr-3425	476	2	is	be	AUX
cblr-3425	476	3	commonly	commonly	ADV
cblr-3425	476	4	referred	refer	VERB
cblr-3425	476	5	to	to	ADP
cblr-3425	476	6	as	as	ADP
cblr-3425	476	7	a	a	DET
cblr-3425	476	8	fifty	fifty	NUM
cblr-3425	476	9	-	-	PUNCT
cblr-3425	476	10	one	one	NUM
cblr-3425	476	11	percent	percent	NOUN
cblr-3425	476	12	attack	attack	NOUN
cblr-3425	476	13	.	.	PUNCT
cblr-3425	477	1	155	155	NUM
cblr-3425	478	1	i	i	PROPN
cblr-3425	478	2	d.	d.	PROPN
cblr-3425	478	3	at	at	ADP
cblr-3425	478	4	4	4	NUM
cblr-3425	478	5	.	.	NUM
cblr-3425	478	6	156	156	NUM
cblr-3425	478	7	see	see	NOUN
cblr-3425	478	8	christopher	christopher	PROPN
cblr-3425	478	9	,	,	PUNCT
cblr-3425	478	10	supra	supra	PROPN
cblr-3425	478	11	note	note	PROPN
cblr-3425	478	12	148	148	NUM
cblr-3425	478	13	,	,	PUNCT
cblr-3425	478	14	at	at	ADP
cblr-3425	478	15	16	16	NUM
cblr-3425	478	16	;	;	PUNCT
cblr-3425	478	17	karen	karen	PROPN
cblr-3425	478	18	e.c	e.c	PROPN
cblr-3425	478	19	.	.	PROPN
cblr-3425	478	20	levy	levy	PROPN
cblr-3425	478	21	,	,	PUNCT
cblr-3425	478	22	booksmart	booksmart	PROPN
cblr-3425	478	23	,	,	PUNCT
cblr-3425	478	24	not	not	PART
cblr-3425	478	25	street	street	NOUN
cblr-3425	478	26	-	-	PUNCT
cblr-3425	478	27	smart	smart	ADJ
cblr-3425	478	28	:	:	PUNCT
cblr-3425	478	29	blockchain	blockchain	NOUN
cblr-3425	478	30	-	-	PUNCT
cblr-3425	478	31	based	base	VERB
cblr-3425	478	32	smart	smart	ADJ
cblr-3425	478	33	contracts	contract	NOUN
cblr-3425	478	34	and	and	CCONJ
cblr-3425	478	35	the	the	DET
cblr-3425	478	36	social	social	ADJ
cblr-3425	478	37	workings	working	NOUN
cblr-3425	478	38	of	of	ADP
cblr-3425	478	39	law	law	NOUN
cblr-3425	478	40	,	,	PUNCT
cblr-3425	478	41	3	3	NUM
cblr-3425	478	42	engaging	engage	VERB
cblr-3425	478	43	sci	sci	PROPN
cblr-3425	478	44	.	.	PROPN
cblr-3425	478	45	,	,	PUNCT
cblr-3425	478	46	tech	tech	PROPN
cblr-3425	478	47	.	.	PUNCT
cblr-3425	478	48	,	,	PUNCT
cblr-3425	478	49	&	&	CCONJ
cblr-3425	478	50	soc’y	soc’y	NOUN
cblr-3425	478	51	1	1	NUM
cblr-3425	478	52	,	,	PUNCT
cblr-3425	478	53	1–3	1–3	NUM
cblr-3425	478	54	(	(	PUNCT
cblr-3425	478	55	2017	2017	NUM
cblr-3425	478	56	)	)	PUNCT
cblr-3425	478	57	;	;	PUNCT
cblr-3425	478	58	max	max	PROPN
cblr-3425	478	59	raskin	raskin	PROPN
cblr-3425	478	60	,	,	PUNCT
cblr-3425	478	61	the	the	DET
cblr-3425	478	62	law	law	NOUN
cblr-3425	478	63	and	and	CCONJ
cblr-3425	478	64	legality	legality	NOUN
cblr-3425	478	65	of	of	ADP
cblr-3425	478	66	smart	smart	ADJ
cblr-3425	478	67	contracts	contract	NOUN
cblr-3425	478	68	,	,	PUNCT
cblr-3425	478	69	1	1	NUM
cblr-3425	478	70	geo	geo	PROPN
cblr-3425	478	71	.	.	PROPN
cblr-3425	478	72	l.	l.	PROPN
cblr-3425	478	73	tech	tech	PROPN
cblr-3425	478	74	.	.	PUNCT
cblr-3425	478	75	rev	rev	PROPN
cblr-3425	478	76	.	.	PROPN
cblr-3425	478	77	305	305	NUM
cblr-3425	478	78	,	,	PUNCT
cblr-3425	478	79	317–19	317–19	NUM
cblr-3425	478	80	(	(	PUNCT
cblr-3425	478	81	2017	2017	NUM
cblr-3425	478	82	)	)	PUNCT
cblr-3425	478	83	;	;	PUNCT
cblr-3425	478	84	lauren	lauren	PROPN
cblr-3425	478	85	henry	henry	PROPN
cblr-3425	478	86	scholz	scholz	PROPN
cblr-3425	478	87	,	,	PUNCT
cblr-3425	478	88	algorithmic	algorithmic	ADJ
cblr-3425	478	89	contracts	contract	NOUN
cblr-3425	478	90	,	,	PUNCT
cblr-3425	478	91	20	20	NUM
cblr-3425	478	92	stan	stan	NOUN
cblr-3425	478	93	.	.	PUNCT
cblr-3425	479	1	tech	tech	PROPN
cblr-3425	479	2	.	.	PUNCT
cblr-3425	480	1	l.	l.	PROPN
cblr-3425	480	2	rev	rev	PROPN
cblr-3425	480	3	.	.	PROPN
cblr-3425	480	4	128	128	NUM
cblr-3425	480	5	,	,	PUNCT
cblr-3425	480	6	145–46	145–46	NUM
cblr-3425	480	7	(	(	PUNCT
cblr-3425	480	8	2017	2017	NUM
cblr-3425	480	9	)	)	PUNCT
cblr-3425	480	10	;	;	PUNCT
cblr-3425	480	11	hazratjee	hazratjee	NOUN
cblr-3425	480	12	,	,	PUNCT
cblr-3425	480	13	supra	supra	PROPN
cblr-3425	480	14	note	note	NOUN
cblr-3425	480	15	148	148	NUM
cblr-3425	480	16	,	,	PUNCT
cblr-3425	480	17	at	at	ADP
cblr-3425	480	18	83	83	NUM
cblr-3425	480	19	;	;	PUNCT
cblr-3425	480	20	kiviat	kiviat	NOUN
cblr-3425	480	21	,	,	PUNCT
cblr-3425	480	22	supra	supra	PROPN
cblr-3425	480	23	note	note	NOUN
cblr-3425	480	24	148	148	NUM
cblr-3425	480	25	,	,	PUNCT
cblr-3425	480	26	at	at	ADP
cblr-3425	480	27	573	573	NUM
cblr-3425	480	28	,	,	PUNCT
cblr-3425	480	29	603	603	NUM
cblr-3425	480	30	,	,	PUNCT
cblr-3425	480	31	605–06	605–06	NUM
cblr-3425	480	32	.	.	PUNCT
cblr-3425	481	1	157	157	NUM
cblr-3425	481	2	see	see	VERB
cblr-3425	481	3	a	a	DET
cblr-3425	481	4	next	next	ADJ
cblr-3425	481	5	generation	generation	NOUN
cblr-3425	481	6	smart	smart	ADJ
cblr-3425	481	7	contract	contract	NOUN
cblr-3425	481	8	and	and	CCONJ
cblr-3425	481	9	decentralized	decentralized	ADJ
cblr-3425	481	10	application	application	NOUN
cblr-3425	481	11	platform	platform	NOUN
cblr-3425	481	12	,	,	PUNCT
cblr-3425	481	13	github	github	NOUN
cblr-3425	481	14	,	,	PUNCT
cblr-3425	481	15	https://github.com/ethereum/wiki/wiki/w	https://github.com/ethereum/wiki/wiki/w	PROPN
cblr-3425	481	16	hite	hite	ADJ
cblr-3425	481	17	-	-	PUNCT
cblr-3425	481	18	paper	paper	NOUN
cblr-3425	481	19	[	[	X
cblr-3425	481	20	https://perma.cc/9yt8-krpp	https://perma.cc/9yt8-krpp	X
cblr-3425	481	21	]	]	X
cblr-3425	481	22	;	;	PUNCT
cblr-3425	481	23	see	see	VERB
cblr-3425	481	24	also	also	ADV
cblr-3425	481	25	ethereum	ethereum	VERB
cblr-3425	481	26	,	,	PUNCT
cblr-3425	481	27	https://www.ethereum.org	https://www.ethereum.org	PUNCT
cblr-3425	482	1	[	[	X
cblr-3425	482	2	https://perma.cc/nm4h-dxrf	https://perma.cc/nm4h-dxrf	X
cblr-3425	482	3	]	]	X
cblr-3425	482	4	.	.	PUNCT
cblr-3425	483	1	no	no	INTJ
cblr-3425	483	2	.	.	NOUN
cblr-3425	483	3	2:621	2:621	NUM
cblr-3425	483	4	]	]	X
cblr-3425	483	5	predictive	predictive	ADJ
cblr-3425	483	6	contracting	contracting	NOUN
cblr-3425	483	7	661	661	NUM
cblr-3425	483	8	their	their	PRON
cblr-3425	483	9	own	own	ADJ
cblr-3425	483	10	computable	computable	ADJ
cblr-3425	483	11	contract	contract	NOUN
cblr-3425	483	12	applications.158	applications.158	ADP
cblr-3425	483	13	the	the	DET
cblr-3425	483	14	platform	platform	NOUN
cblr-3425	483	15	even	even	ADV
cblr-3425	483	16	includes	include	VERB
cblr-3425	483	17	a	a	DET
cblr-3425	483	18	“	"	PUNCT
cblr-3425	483	19	contract	contract	NOUN
cblr-3425	483	20	-	-	PUNCT
cblr-3425	483	21	oriented	orient	VERB
cblr-3425	483	22	”	"	PUNCT
cblr-3425	483	23	programming	programming	NOUN
cblr-3425	483	24	language	language	NOUN
cblr-3425	483	25	for	for	ADP
cblr-3425	483	26	computable	computable	ADJ
cblr-3425	483	27	contracts	contract	NOUN
cblr-3425	483	28	,	,	PUNCT
cblr-3425	483	29	known	know	VERB
cblr-3425	483	30	as	as	ADP
cblr-3425	483	31	solidity.159	solidity.159	PROPN
cblr-3425	483	32	using	use	VERB
cblr-3425	483	33	solidity	solidity	NOUN
cblr-3425	483	34	,	,	PUNCT
cblr-3425	483	35	computable	computable	ADJ
cblr-3425	483	36	contract	contract	NOUN
cblr-3425	483	37	developers	developer	NOUN
cblr-3425	483	38	can	can	AUX
cblr-3425	483	39	implement	implement	VERB
cblr-3425	483	40	any	any	DET
cblr-3425	483	41	number	number	NOUN
cblr-3425	483	42	of	of	ADP
cblr-3425	483	43	innovative	innovative	ADJ
cblr-3425	483	44	contract	contract	NOUN
cblr-3425	483	45	designs	design	NOUN
cblr-3425	483	46	.	.	PUNCT
cblr-3425	484	1	as	as	SCONJ
cblr-3425	484	2	platforms	platform	NOUN
cblr-3425	484	3	such	such	ADJ
cblr-3425	484	4	as	as	ADP
cblr-3425	484	5	ethereum	ethereum	NOUN
cblr-3425	484	6	continue	continue	VERB
cblr-3425	484	7	to	to	PART
cblr-3425	484	8	grow	grow	VERB
cblr-3425	484	9	and	and	CCONJ
cblr-3425	484	10	improve	improve	VERB
cblr-3425	484	11	,	,	PUNCT
cblr-3425	484	12	computable	computable	ADJ
cblr-3425	484	13	contracts	contract	NOUN
cblr-3425	484	14	will	will	AUX
cblr-3425	484	15	likely	likely	ADV
cblr-3425	484	16	begin	begin	VERB
cblr-3425	484	17	to	to	PART
cblr-3425	484	18	move	move	VERB
cblr-3425	484	19	into	into	ADP
cblr-3425	484	20	the	the	DET
cblr-3425	484	21	mainstream	mainstream	NOUN
cblr-3425	484	22	of	of	ADP
cblr-3425	484	23	contracting	contracting	NOUN
cblr-3425	484	24	,	,	PUNCT
cblr-3425	484	25	thereby	thereby	ADV
cblr-3425	484	26	creating	create	VERB
cblr-3425	484	27	new	new	ADJ
cblr-3425	484	28	opportunities	opportunity	NOUN
cblr-3425	484	29	for	for	ADP
cblr-3425	484	30	collecting	collect	VERB
cblr-3425	484	31	high	high	ADJ
cblr-3425	484	32	-	-	PUNCT
cblr-3425	484	33	quality	quality	NOUN
cblr-3425	484	34	,	,	PUNCT
cblr-3425	484	35	structured	structured	ADJ
cblr-3425	484	36	contract	contract	NOUN
cblr-3425	484	37	data	datum	NOUN
cblr-3425	484	38	at	at	ADP
cblr-3425	484	39	scale	scale	NOUN
cblr-3425	484	40	.	.	PUNCT
cblr-3425	485	1	future	future	ADJ
cblr-3425	485	2	research	research	NOUN
cblr-3425	485	3	will	will	AUX
cblr-3425	485	4	be	be	AUX
cblr-3425	485	5	needed	need	VERB
cblr-3425	485	6	to	to	PART
cblr-3425	485	7	explore	explore	VERB
cblr-3425	485	8	how	how	SCONJ
cblr-3425	486	1	to	to	PART
cblr-3425	486	2	best	good	ADJ
cblr-3425	486	3	design	design	VERB
cblr-3425	486	4	computable	computable	ADJ
cblr-3425	486	5	contracts	contract	NOUN
cblr-3425	486	6	to	to	PART
cblr-3425	486	7	function	function	VERB
cblr-3425	486	8	as	as	ADP
cblr-3425	486	9	mechanisms	mechanism	NOUN
cblr-3425	486	10	for	for	ADP
cblr-3425	486	11	data	datum	NOUN
cblr-3425	486	12	collection	collection	NOUN
cblr-3425	486	13	.	.	PUNCT
cblr-3425	487	1	d.	d.	PROPN
cblr-3425	487	2	beyond	beyond	ADP
cblr-3425	487	3	automation	automation	NOUN
cblr-3425	487	4	predictive	predictive	ADJ
cblr-3425	487	5	contracting	contracting	NOUN
cblr-3425	487	6	differs	differ	NOUN
cblr-3425	487	7	from	from	ADP
cblr-3425	487	8	traditional	traditional	ADJ
cblr-3425	487	9	contract	contract	NOUN
cblr-3425	487	10	automation	automation	NOUN
cblr-3425	487	11	both	both	CCONJ
cblr-3425	487	12	in	in	ADP
cblr-3425	487	13	its	its	PRON
cblr-3425	487	14	primary	primary	ADJ
cblr-3425	487	15	objective	objective	NOUN
cblr-3425	487	16	and	and	CCONJ
cblr-3425	487	17	in	in	ADP
cblr-3425	487	18	its	its	PRON
cblr-3425	487	19	technological	technological	ADJ
cblr-3425	487	20	foundation	foundation	NOUN
cblr-3425	487	21	.	.	PUNCT
cblr-3425	488	1	introduced	introduce	VERB
cblr-3425	488	2	in	in	ADP
cblr-3425	488	3	the	the	DET
cblr-3425	488	4	1970s,160	1970s,160	NUM
cblr-3425	488	5	contract	contract	NOUN
cblr-3425	488	6	automation	automation	NOUN
cblr-3425	488	7	technology	technology	NOUN
cblr-3425	488	8	has	have	AUX
cblr-3425	488	9	traditionally	traditionally	ADV
cblr-3425	488	10	focused	focus	VERB
cblr-3425	488	11	on	on	ADP
cblr-3425	488	12	reducing	reduce	VERB
cblr-3425	488	13	the	the	DET
cblr-3425	488	14	cost	cost	NOUN
cblr-3425	488	15	and	and	CCONJ
cblr-3425	488	16	time	time	NOUN
cblr-3425	488	17	associated	associate	VERB
cblr-3425	488	18	with	with	ADP
cblr-3425	488	19	drafting	draft	VERB
cblr-3425	488	20	a	a	DET
cblr-3425	488	21	contract.161	contract.161	NOUN
cblr-3425	488	22	the	the	DET
cblr-3425	488	23	classic	classic	ADJ
cblr-3425	488	24	example	example	NOUN
cblr-3425	488	25	of	of	ADP
cblr-3425	488	26	this	this	DET
cblr-3425	488	27	type	type	NOUN
cblr-3425	488	28	of	of	ADP
cblr-3425	488	29	contract	contract	NOUN
cblr-3425	488	30	automation	automation	NOUN
cblr-3425	488	31	is	be	AUX
cblr-3425	488	32	legalzoom	legalzoom	PROPN
cblr-3425	488	33	,	,	PUNCT
cblr-3425	488	34	a	a	DET
cblr-3425	488	35	web	web	NOUN
cblr-3425	488	36	-	-	PUNCT
cblr-3425	488	37	based	base	VERB
cblr-3425	488	38	service	service	NOUN
cblr-3425	488	39	that	that	PRON
cblr-3425	488	40	allows	allow	VERB
cblr-3425	488	41	users	user	NOUN
cblr-3425	488	42	to	to	PART
cblr-3425	488	43	generate	generate	VERB
cblr-3425	488	44	legal	legal	ADJ
cblr-3425	488	45	documents	document	NOUN
cblr-3425	488	46	covering	cover	VERB
cblr-3425	488	47	issues	issue	NOUN
cblr-3425	488	48	ranging	range	VERB
cblr-3425	488	49	from	from	ADP
cblr-3425	488	50	employment	employment	NOUN
cblr-3425	488	51	agreements	agreement	NOUN
cblr-3425	488	52	to	to	ADP
cblr-3425	488	53	wills	will	NOUN
cblr-3425	488	54	and	and	CCONJ
cblr-3425	488	55	trusts	trust	NOUN
cblr-3425	488	56	to	to	ADP
cblr-3425	488	57	basic	basic	ADJ
cblr-3425	488	58	intellectual	intellectual	ADJ
cblr-3425	488	59	property	property	NOUN
cblr-3425	488	60	matters.162	matters.162	NOUN
cblr-3425	488	61	the	the	DET
cblr-3425	488	62	target	target	NOUN
cblr-3425	488	63	user	user	NOUN
cblr-3425	488	64	is	be	AUX
cblr-3425	488	65	a	a	DET
cblr-3425	488	66	non	non	ADJ
cblr-3425	488	67	-	-	NOUN
cblr-3425	488	68	lawyer	lawyer	NOUN
cblr-3425	488	69	who	who	PRON
cblr-3425	488	70	wants	want	VERB
cblr-3425	488	71	a	a	DET
cblr-3425	488	72	fast	fast	ADJ
cblr-3425	488	73	and	and	CCONJ
cblr-3425	488	74	cheap	cheap	ADJ
cblr-3425	488	75	way	way	NOUN
cblr-3425	488	76	to	to	PART
cblr-3425	488	77	generate	generate	VERB
cblr-3425	488	78	a	a	DET
cblr-3425	488	79	legal	legal	ADJ
cblr-3425	488	80	document	document	NOUN
cblr-3425	488	81	without	without	ADP
cblr-3425	488	82	having	have	VERB
cblr-3425	488	83	158	158	NUM
cblr-3425	488	84	see	see	VERB
cblr-3425	488	85	a	a	DET
cblr-3425	488	86	next	next	ADJ
cblr-3425	488	87	generation	generation	NOUN
cblr-3425	488	88	,	,	PUNCT
cblr-3425	488	89	supra	supra	PROPN
cblr-3425	488	90	note	note	PROPN
cblr-3425	488	91	157	157	NUM
cblr-3425	488	92	,	,	PUNCT
cblr-3425	488	93	at	at	ADP
cblr-3425	488	94	14	14	NUM
cblr-3425	488	95	(	(	PUNCT
cblr-3425	488	96	describing	describe	VERB
cblr-3425	488	97	ethereum	ethereum	NOUN
cblr-3425	488	98	as	as	ADP
cblr-3425	488	99	“	"	PUNCT
cblr-3425	488	100	a	a	DET
cblr-3425	488	101	blockchain	blockchain	NOUN
cblr-3425	488	102	with	with	ADP
cblr-3425	488	103	a	a	DET
cblr-3425	488	104	built	build	VERB
cblr-3425	488	105	-	-	PUNCT
cblr-3425	488	106	in	in	ADP
cblr-3425	488	107	turing	ture	VERB
cblr-3425	488	108	-	-	PUNCT
cblr-3425	488	109	complete	complete	ADJ
cblr-3425	488	110	programming	programming	NOUN
cblr-3425	488	111	language	language	NOUN
cblr-3425	488	112	,	,	PUNCT
cblr-3425	488	113	allowing	allow	VERB
cblr-3425	488	114	anyone	anyone	PRON
cblr-3425	488	115	to	to	PART
cblr-3425	488	116	write	write	VERB
cblr-3425	488	117	smart	smart	ADJ
cblr-3425	488	118	contracts	contract	NOUN
cblr-3425	488	119	and	and	CCONJ
cblr-3425	488	120	decentralized	decentralized	ADJ
cblr-3425	488	121	applications	application	NOUN
cblr-3425	488	122	where	where	SCONJ
cblr-3425	488	123	they	they	PRON
cblr-3425	488	124	can	can	AUX
cblr-3425	488	125	create	create	VERB
cblr-3425	488	126	their	their	PRON
cblr-3425	488	127	own	own	ADJ
cblr-3425	488	128	arbitrary	arbitrary	ADJ
cblr-3425	488	129	rules	rule	NOUN
cblr-3425	488	130	for	for	ADP
cblr-3425	488	131	ownership	ownership	NOUN
cblr-3425	488	132	,	,	PUNCT
cblr-3425	488	133	transaction	transaction	NOUN
cblr-3425	488	134	formats	format	NOUN
cblr-3425	488	135	and	and	CCONJ
cblr-3425	488	136	state	state	NOUN
cblr-3425	488	137	transition	transition	NOUN
cblr-3425	488	138	functions	function	NOUN
cblr-3425	488	139	”	"	PUNCT
cblr-3425	488	140	)	)	PUNCT
cblr-3425	488	141	.	.	PUNCT
cblr-3425	489	1	159	159	NUM
cblr-3425	489	2	see	see	VERB
cblr-3425	489	3	solidity	solidity	NOUN
cblr-3425	489	4	,	,	PUNCT
cblr-3425	489	5	https://solidity.readthedocs.io/en/v0.4.23	https://solidity.readthedocs.io/en/v0.4.23	PROPN
cblr-3425	490	1	[	[	X
cblr-3425	490	2	https://per	https://per	X
cblr-3425	490	3	ma.cc/w3bj-8jsz	ma.cc/w3bj-8jsz	X
cblr-3425	490	4	]	]	X
cblr-3425	490	5	.	.	PUNCT
cblr-3425	491	1	160	160	NUM
cblr-3425	491	2	see	see	VERB
cblr-3425	491	3	kathryn	kathryn	PROPN
cblr-3425	491	4	d.	d.	PROPN
cblr-3425	491	5	betts	betts	PROPN
cblr-3425	491	6	&	&	CCONJ
cblr-3425	491	7	kyle	kyle	PROPN
cblr-3425	491	8	r.	r.	PROPN
cblr-3425	491	9	jaep	jaep	PROPN
cblr-3425	491	10	,	,	PUNCT
cblr-3425	491	11	the	the	DET
cblr-3425	491	12	dawn	dawn	NOUN
cblr-3425	491	13	of	of	ADP
cblr-3425	491	14	fully	fully	ADV
cblr-3425	491	15	automated	automate	VERB
cblr-3425	491	16	contract	contract	NOUN
cblr-3425	491	17	drafting	drafting	NOUN
cblr-3425	491	18	:	:	PUNCT
cblr-3425	491	19	machine	machine	NOUN
cblr-3425	491	20	learning	learning	NOUN
cblr-3425	491	21	breathes	breathe	VERB
cblr-3425	491	22	new	new	ADJ
cblr-3425	491	23	life	life	NOUN
cblr-3425	491	24	into	into	ADP
cblr-3425	491	25	a	a	DET
cblr-3425	491	26	decades	decade	NOUN
cblr-3425	491	27	-	-	PUNCT
cblr-3425	491	28	old	old	ADJ
cblr-3425	491	29	promise	promise	NOUN
cblr-3425	491	30	,	,	PUNCT
cblr-3425	491	31	15	15	NUM
cblr-3425	491	32	duke	duke	PROPN
cblr-3425	491	33	l.	l.	PROPN
cblr-3425	491	34	&	&	CCONJ
cblr-3425	491	35	tech	tech	PROPN
cblr-3425	491	36	.	.	PUNCT
cblr-3425	492	1	rev	rev	PROPN
cblr-3425	492	2	.	.	PROPN
cblr-3425	492	3	216	216	NUM
cblr-3425	492	4	,	,	PUNCT
cblr-3425	492	5	218	218	NUM
cblr-3425	492	6	(	(	PUNCT
cblr-3425	492	7	2017	2017	NUM
cblr-3425	492	8	)	)	PUNCT
cblr-3425	492	9	.	.	PUNCT
cblr-3425	493	1	161	161	NUM
cblr-3425	493	2	see	see	VERB
cblr-3425	493	3	supra	supra	PROPN
cblr-3425	493	4	note	note	NOUN
cblr-3425	493	5	30	30	NUM
cblr-3425	493	6	.	.	PUNCT
cblr-3425	493	7	162	162	NUM
cblr-3425	493	8	see	see	VERB
cblr-3425	493	9	legalzoom	legalzoom	PROPN
cblr-3425	493	10	,	,	PUNCT
cblr-3425	493	11	https://www.legalzoom.com	https://www.legalzoom.com	X
cblr-3425	494	1	[	[	X
cblr-3425	494	2	https://perma.cc/	https://perma.cc/	VERB
cblr-3425	494	3	4vnv	4vnv	PROPN
cblr-3425	494	4	-	-	PUNCT
cblr-3425	494	5	eh7n	eh7n	PROPN
cblr-3425	494	6	]	]	PUNCT
cblr-3425	494	7	.	.	PUNCT
cblr-3425	495	1	662	662	NUM
cblr-3425	495	2	columbia	columbia	PROPN
cblr-3425	495	3	business	business	NOUN
cblr-3425	495	4	law	law	PROPN
cblr-3425	495	5	review	review	NOUN
cblr-3425	495	6	[	[	X
cblr-3425	495	7	vol	vol	NOUN
cblr-3425	495	8	.	.	NOUN
cblr-3425	495	9	2019	2019	NUM
cblr-3425	495	10	to	to	PART
cblr-3425	495	11	hire	hire	VERB
cblr-3425	495	12	a	a	DET
cblr-3425	495	13	lawyer.163	lawyer.163	NOUN
cblr-3425	495	14	the	the	DET
cblr-3425	495	15	documents	document	NOUN
cblr-3425	495	16	involved	involve	VERB
cblr-3425	495	17	tend	tend	VERB
cblr-3425	495	18	to	to	PART
cblr-3425	495	19	be	be	AUX
cblr-3425	495	20	highly	highly	ADV
cblr-3425	495	21	standardized	standardized	ADJ
cblr-3425	495	22	and	and	CCONJ
cblr-3425	495	23	require	require	VERB
cblr-3425	495	24	relatively	relatively	ADV
cblr-3425	495	25	little	little	ADJ
cblr-3425	495	26	customization	customization	NOUN
cblr-3425	495	27	.	.	PUNCT
cblr-3425	496	1	there	there	PRON
cblr-3425	496	2	are	be	VERB
cblr-3425	496	3	also	also	ADV
cblr-3425	496	4	automation	automation	NOUN
cblr-3425	496	5	products	product	NOUN
cblr-3425	496	6	targeted	target	VERB
cblr-3425	496	7	at	at	ADP
cblr-3425	496	8	lawyers	lawyer	NOUN
cblr-3425	496	9	that	that	PRON
cblr-3425	496	10	help	help	VERB
cblr-3425	496	11	them	they	PRON
cblr-3425	496	12	assemble	assemble	VERB
cblr-3425	496	13	routine	routine	ADJ
cblr-3425	496	14	documents	document	NOUN
cblr-3425	496	15	in	in	ADP
cblr-3425	496	16	a	a	DET
cblr-3425	496	17	short	short	ADJ
cblr-3425	496	18	amount	amount	NOUN
cblr-3425	496	19	of	of	ADP
cblr-3425	496	20	time.164	time.164	NOUN
cblr-3425	496	21	in	in	ADP
cblr-3425	496	22	both	both	DET
cblr-3425	496	23	cases	case	NOUN
cblr-3425	496	24	,	,	PUNCT
cblr-3425	496	25	the	the	DET
cblr-3425	496	26	automation	automation	NOUN
cblr-3425	496	27	technology	technology	NOUN
cblr-3425	496	28	is	be	AUX
cblr-3425	496	29	intended	intend	VERB
cblr-3425	496	30	to	to	PART
cblr-3425	496	31	reduce	reduce	VERB
cblr-3425	496	32	the	the	DET
cblr-3425	496	33	time	time	NOUN
cblr-3425	496	34	and	and	CCONJ
cblr-3425	496	35	cost	cost	NOUN
cblr-3425	496	36	of	of	ADP
cblr-3425	496	37	producing	produce	VERB
cblr-3425	496	38	a	a	DET
cblr-3425	496	39	“	"	PUNCT
cblr-3425	496	40	good	good	ADJ
cblr-3425	496	41	enough	enough	ADJ
cblr-3425	496	42	”	"	PUNCT
cblr-3425	496	43	contract	contract	NOUN
cblr-3425	496	44	.	.	PUNCT
cblr-3425	497	1	predictive	predictive	ADJ
cblr-3425	497	2	contracting	contracting	NOUN
cblr-3425	497	3	,	,	PUNCT
cblr-3425	497	4	on	on	ADP
cblr-3425	497	5	the	the	DET
cblr-3425	497	6	other	other	ADJ
cblr-3425	497	7	hand	hand	NOUN
cblr-3425	497	8	,	,	PUNCT
cblr-3425	497	9	is	be	AUX
cblr-3425	497	10	focused	focus	VERB
cblr-3425	497	11	on	on	ADP
cblr-3425	497	12	making	make	VERB
cblr-3425	497	13	contracts	contract	NOUN
cblr-3425	497	14	substantively	substantively	ADV
cblr-3425	497	15	better	well	ADJ
cblr-3425	497	16	by	by	ADP
cblr-3425	497	17	providing	provide	VERB
cblr-3425	497	18	contract	contract	NOUN
cblr-3425	497	19	drafters	drafter	NOUN
cblr-3425	497	20	with	with	ADP
cblr-3425	497	21	statistical	statistical	ADJ
cblr-3425	497	22	insights	insight	NOUN
cblr-3425	497	23	into	into	ADP
cblr-3425	497	24	the	the	DET
cblr-3425	497	25	connections	connection	NOUN
cblr-3425	497	26	between	between	ADP
cblr-3425	497	27	contract	contract	NOUN
cblr-3425	497	28	terms	term	NOUN
cblr-3425	497	29	and	and	CCONJ
cblr-3425	497	30	outcomes	outcome	NOUN
cblr-3425	497	31	.	.	PUNCT
cblr-3425	498	1	predictive	predictive	ADJ
cblr-3425	498	2	contracting	contracting	NOUN
cblr-3425	498	3	also	also	ADV
cblr-3425	498	4	employs	employ	VERB
cblr-3425	498	5	fundamentally	fundamentally	ADV
cblr-3425	498	6	different	different	ADJ
cblr-3425	498	7	technology	technology	NOUN
cblr-3425	498	8	than	than	ADP
cblr-3425	498	9	traditional	traditional	ADJ
cblr-3425	498	10	contract	contract	NOUN
cblr-3425	498	11	automation	automation	NOUN
cblr-3425	498	12	products	product	NOUN
cblr-3425	498	13	.	.	PUNCT
cblr-3425	499	1	most	most	ADJ
cblr-3425	499	2	contract	contract	NOUN
cblr-3425	499	3	automation	automation	NOUN
cblr-3425	499	4	tools	tool	NOUN
cblr-3425	499	5	are	be	AUX
cblr-3425	499	6	built	build	VERB
cblr-3425	499	7	on	on	ADP
cblr-3425	499	8	top	top	NOUN
cblr-3425	499	9	of	of	ADP
cblr-3425	499	10	pre	pre	VERB
cblr-3425	499	11	-	-	VERB
cblr-3425	499	12	coded	coded	ADJ
cblr-3425	499	13	,	,	PUNCT
cblr-3425	499	14	rules	rule	NOUN
cblr-3425	499	15	-	-	PUNCT
cblr-3425	499	16	based	base	VERB
cblr-3425	499	17	logic	logic	NOUN
cblr-3425	499	18	systems.165	systems.165	AUX
cblr-3425	499	19	these	these	DET
cblr-3425	499	20	tools	tool	NOUN
cblr-3425	499	21	ask	ask	VERB
cblr-3425	499	22	the	the	DET
cblr-3425	499	23	user	user	NOUN
cblr-3425	499	24	a	a	DET
cblr-3425	499	25	variety	variety	NOUN
cblr-3425	499	26	of	of	ADP
cblr-3425	499	27	questions	question	NOUN
cblr-3425	499	28	,	,	PUNCT
cblr-3425	499	29	and	and	CCONJ
cblr-3425	499	30	then	then	ADV
cblr-3425	499	31	,	,	PUNCT
cblr-3425	499	32	based	base	VERB
cblr-3425	499	33	on	on	ADP
cblr-3425	499	34	the	the	DET
cblr-3425	499	35	user	user	NOUN
cblr-3425	499	36	’s	’s	PART
cblr-3425	499	37	responses	response	NOUN
cblr-3425	499	38	and	and	CCONJ
cblr-3425	499	39	the	the	DET
cblr-3425	499	40	system	system	NOUN
cblr-3425	499	41	’s	’s	PART
cblr-3425	499	42	internal	internal	ADJ
cblr-3425	499	43	logic	logic	NOUN
cblr-3425	499	44	(	(	PUNCT
cblr-3425	499	45	developed	develop	VERB
cblr-3425	499	46	with	with	ADP
cblr-3425	499	47	the	the	DET
cblr-3425	499	48	input	input	NOUN
cblr-3425	499	49	of	of	ADP
cblr-3425	499	50	a	a	DET
cblr-3425	499	51	subject	subject	ADJ
cblr-3425	499	52	matter	matter	NOUN
cblr-3425	499	53	expert	expert	NOUN
cblr-3425	499	54	such	such	ADJ
cblr-3425	499	55	as	as	ADP
cblr-3425	499	56	a	a	DET
cblr-3425	499	57	lawyer	lawyer	NOUN
cblr-3425	499	58	)	)	PUNCT
cblr-3425	499	59	,	,	PUNCT
cblr-3425	499	60	present	present	VERB
cblr-3425	499	61	the	the	DET
cblr-3425	499	62	user	user	NOUN
cblr-3425	499	63	with	with	ADP
cblr-3425	499	64	additional	additional	ADJ
cblr-3425	499	65	questions	question	NOUN
cblr-3425	499	66	until	until	SCONJ
cblr-3425	499	67	the	the	DET
cblr-3425	499	68	tool	tool	NOUN
cblr-3425	499	69	has	have	AUX
cblr-3425	499	70	worked	work	VERB
cblr-3425	499	71	through	through	ADP
cblr-3425	499	72	the	the	DET
cblr-3425	499	73	entire	entire	ADJ
cblr-3425	499	74	logic	logic	NOUN
cblr-3425	499	75	tree.166	tree.166	VERB
cblr-3425	499	76	the	the	DET
cblr-3425	499	77	tool	tool	NOUN
cblr-3425	499	78	then	then	ADV
cblr-3425	499	79	generates	generate	VERB
cblr-3425	499	80	a	a	DET
cblr-3425	499	81	document	document	NOUN
cblr-3425	499	82	for	for	ADP
cblr-3425	499	83	the	the	DET
cblr-3425	499	84	user	user	NOUN
cblr-3425	499	85	from	from	ADP
cblr-3425	499	86	a	a	DET
cblr-3425	499	87	set	set	NOUN
cblr-3425	499	88	of	of	ADP
cblr-3425	499	89	pre	pre	ADJ
cblr-3425	499	90	-	-	ADJ
cblr-3425	499	91	coded	coded	ADJ
cblr-3425	499	92	terms.167	terms.167	ADJ
cblr-3425	499	93	unlike	unlike	ADP
cblr-3425	499	94	traditional	traditional	ADJ
cblr-3425	499	95	automation	automation	NOUN
cblr-3425	499	96	tools	tool	NOUN
cblr-3425	499	97	,	,	PUNCT
cblr-3425	499	98	the	the	DET
cblr-3425	499	99	internal	internal	ADJ
cblr-3425	499	100	logic	logic	NOUN
cblr-3425	499	101	of	of	ADP
cblr-3425	499	102	a	a	DET
cblr-3425	499	103	predictive	predictive	ADJ
cblr-3425	499	104	contracting	contracting	NOUN
cblr-3425	499	105	system	system	NOUN
cblr-3425	499	106	does	do	AUX
cblr-3425	499	107	not	not	PART
cblr-3425	499	108	have	have	VERB
cblr-3425	499	109	to	to	PART
cblr-3425	499	110	be	be	AUX
cblr-3425	499	111	explicitly	explicitly	ADV
cblr-3425	499	112	defined	define	VERB
cblr-3425	499	113	ex	ex	PRON
cblr-3425	499	114	ante.168	ante.168	NOUN
cblr-3425	499	115	instead	instead	ADV
cblr-3425	499	116	,	,	PUNCT
cblr-3425	499	117	predictive	predictive	ADJ
cblr-3425	499	118	contracting	contracting	NOUN
cblr-3425	499	119	relies	rely	VERB
cblr-3425	499	120	on	on	ADP
cblr-3425	499	121	statistical	statistical	ADJ
cblr-3425	499	122	machine	machine	NOUN
cblr-3425	499	123	learning	learning	NOUN
cblr-3425	499	124	models	model	NOUN
cblr-3425	499	125	that	that	PRON
cblr-3425	499	126	develop	develop	VERB
cblr-3425	499	127	their	their	PRON
cblr-3425	499	128	own	own	ADJ
cblr-3425	499	129	logic	logic	NOUN
cblr-3425	499	130	over	over	ADP
cblr-3425	499	131	163	163	NUM
cblr-3425	499	132	legalzoom	legalzoom	NOUN
cblr-3425	499	133	,	,	PUNCT
cblr-3425	499	134	however	however	ADV
cblr-3425	499	135	,	,	PUNCT
cblr-3425	499	136	does	do	AUX
cblr-3425	499	137	offer	offer	VERB
cblr-3425	499	138	a	a	DET
cblr-3425	499	139	premium	premium	NOUN
cblr-3425	499	140	service	service	NOUN
cblr-3425	499	141	to	to	PART
cblr-3425	499	142	connect	connect	VERB
cblr-3425	499	143	users	user	NOUN
cblr-3425	499	144	with	with	ADP
cblr-3425	499	145	a	a	DET
cblr-3425	499	146	lawyer	lawyer	NOUN
cblr-3425	499	147	for	for	ADP
cblr-3425	499	148	more	more	ADJ
cblr-3425	499	149	complex	complex	ADJ
cblr-3425	499	150	matters	matter	NOUN
cblr-3425	499	151	.	.	PUNCT
cblr-3425	500	1	164	164	NUM
cblr-3425	500	2	wilson	wilson	PROPN
cblr-3425	500	3	sonsini	sonsini	PROPN
cblr-3425	500	4	goodrich	goodrich	PROPN
cblr-3425	500	5	&	&	CCONJ
cblr-3425	500	6	rosati	rosati	PROPN
cblr-3425	500	7	,	,	PUNCT
cblr-3425	500	8	a	a	DET
cblr-3425	500	9	large	large	ADJ
cblr-3425	500	10	silicon	silicon	NOUN
cblr-3425	500	11	valley	valley	NOUN
cblr-3425	500	12	law	law	NOUN
cblr-3425	500	13	firm	firm	NOUN
cblr-3425	500	14	,	,	PUNCT
cblr-3425	500	15	developed	develop	VERB
cblr-3425	500	16	an	an	DET
cblr-3425	500	17	internal	internal	ADJ
cblr-3425	500	18	automation	automation	NOUN
cblr-3425	500	19	tool	tool	NOUN
cblr-3425	500	20	that	that	PRON
cblr-3425	500	21	allows	allow	VERB
cblr-3425	500	22	associates	associate	NOUN
cblr-3425	500	23	to	to	PART
cblr-3425	500	24	generate	generate	VERB
cblr-3425	500	25	a	a	DET
cblr-3425	500	26	full	full	ADJ
cblr-3425	500	27	set	set	NOUN
cblr-3425	500	28	of	of	ADP
cblr-3425	500	29	“	"	PUNCT
cblr-3425	500	30	startup	startup	ADJ
cblr-3425	500	31	documents	document	NOUN
cblr-3425	500	32	”	"	PUNCT
cblr-3425	500	33	for	for	ADP
cblr-3425	500	34	a	a	DET
cblr-3425	500	35	new	new	ADJ
cblr-3425	500	36	company	company	NOUN
cblr-3425	500	37	,	,	PUNCT
cblr-3425	500	38	including	include	VERB
cblr-3425	500	39	a	a	DET
cblr-3425	500	40	certificate	certificate	NOUN
cblr-3425	500	41	of	of	ADP
cblr-3425	500	42	incorporation	incorporation	NOUN
cblr-3425	500	43	,	,	PUNCT
cblr-3425	500	44	founder	founder	NOUN
cblr-3425	500	45	stock	stock	NOUN
cblr-3425	500	46	purchase	purchase	NOUN
cblr-3425	500	47	agreements	agreement	NOUN
cblr-3425	500	48	,	,	PUNCT
cblr-3425	500	49	and	and	CCONJ
cblr-3425	500	50	company	company	NOUN
cblr-3425	500	51	bylaws	bylaw	NOUN
cblr-3425	500	52	,	,	PUNCT
cblr-3425	500	53	by	by	ADP
cblr-3425	500	54	answering	answer	VERB
cblr-3425	500	55	a	a	DET
cblr-3425	500	56	set	set	NOUN
cblr-3425	500	57	of	of	ADP
cblr-3425	500	58	pre	pre	ADJ
cblr-3425	500	59	-	-	ADJ
cblr-3425	500	60	generated	generated	ADJ
cblr-3425	500	61	questions	question	NOUN
cblr-3425	500	62	.	.	PUNCT
cblr-3425	501	1	see	see	VERB
cblr-3425	501	2	wsgr	wsgr	ADJ
cblr-3425	501	3	term	term	NOUN
cblr-3425	501	4	sheet	sheet	NOUN
cblr-3425	501	5	generator	generator	PROPN
cblr-3425	501	6	,	,	PUNCT
cblr-3425	501	7	wilson	wilson	PROPN
cblr-3425	501	8	sonsini	sonsini	PROPN
cblr-3425	501	9	goodrich	goodrich	PROPN
cblr-3425	501	10	&	&	CCONJ
cblr-3425	501	11	rosati	rosati	PROPN
cblr-3425	501	12	,	,	PUNCT
cblr-3425	502	1	https://www.wsgr.com/	https://www.wsgr.com/	PROPN
cblr-3425	502	2	wsgr	wsgr	PROPN
cblr-3425	502	3	/	/	SYM
cblr-3425	502	4	display.aspx?sectionname	display.aspx?sectionname	NOUN
cblr-3425	502	5	=	=	NOUN
cblr-3425	502	6	practice	practice	NOUN
cblr-3425	502	7	/	/	SYM
cblr-3425	502	8	termsheet.htm	termsheet.htm	PRON
cblr-3425	503	1	[	[	X
cblr-3425	503	2	https://perma	https://perma	X
cblr-3425	503	3	.cc	.cc	SYM
cblr-3425	503	4	/	/	SYM
cblr-3425	503	5	p4rp	p4rp	NOUN
cblr-3425	503	6	-	-	PUNCT
cblr-3425	503	7	blzf	blzf	PROPN
cblr-3425	503	8	]	]	X
cblr-3425	503	9	.	.	PUNCT
cblr-3425	504	1	165	165	NUM
cblr-3425	504	2	see	see	VERB
cblr-3425	504	3	betts	betts	PROPN
cblr-3425	504	4	&	&	CCONJ
cblr-3425	504	5	jaep	jaep	ADJ
cblr-3425	504	6	,	,	PUNCT
cblr-3425	504	7	supra	supra	PROPN
cblr-3425	504	8	note	note	PROPN
cblr-3425	504	9	160	160	NUM
cblr-3425	504	10	,	,	PUNCT
cblr-3425	504	11	at	at	ADP
cblr-3425	504	12	218–19	218–19	PROPN
cblr-3425	504	13	.	.	PUNCT
cblr-3425	505	1	166	166	NUM
cblr-3425	506	1	i	i	PRON
cblr-3425	506	2	d.	d.	PROPN
cblr-3425	506	3	167	167	NUM
cblr-3425	507	1	i	i	PRON
cblr-3425	507	2	d.	d.	PROPN
cblr-3425	507	3	168	168	NUM
cblr-3425	507	4	see	see	VERB
cblr-3425	507	5	surden	surden	NOUN
cblr-3425	507	6	,	,	PUNCT
cblr-3425	507	7	supra	supra	PROPN
cblr-3425	507	8	note	note	PROPN
cblr-3425	507	9	35	35	NUM
cblr-3425	507	10	,	,	PUNCT
cblr-3425	507	11	at	at	ADP
cblr-3425	507	12	93–95	93–95	NUM
cblr-3425	507	13	;	;	PUNCT
cblr-3425	507	14	remus	remus	PROPN
cblr-3425	507	15	&	&	CCONJ
cblr-3425	507	16	levy	levy	PROPN
cblr-3425	507	17	,	,	PUNCT
cblr-3425	507	18	supra	supra	PROPN
cblr-3425	507	19	note	note	NOUN
cblr-3425	507	20	44	44	NUM
cblr-3425	507	21	,	,	PUNCT
cblr-3425	507	22	at	at	ADP
cblr-3425	507	23	9	9	NUM
cblr-3425	507	24	(	(	PUNCT
cblr-3425	508	1	distinguishing	distinguish	VERB
cblr-3425	508	2	between	between	ADP
cblr-3425	508	3	deductive	deductive	ADJ
cblr-3425	508	4	instructions	instruction	NOUN
cblr-3425	508	5	and	and	CCONJ
cblr-3425	508	6	data	data	NOUN
cblr-3425	508	7	-	-	PUNCT
cblr-3425	508	8	driven	drive	VERB
cblr-3425	508	9	instructions	instruction	NOUN
cblr-3425	508	10	)	)	PUNCT
cblr-3425	508	11	.	.	PUNCT
cblr-3425	509	1	no	no	INTJ
cblr-3425	509	2	.	.	NOUN
cblr-3425	509	3	2:621	2:621	NUM
cblr-3425	509	4	]	]	X
cblr-3425	509	5	predictive	predictive	ADJ
cblr-3425	509	6	contracting	contracting	NOUN
cblr-3425	509	7	663	663	NUM
cblr-3425	509	8	time	time	NOUN
cblr-3425	509	9	based	base	VERB
cblr-3425	509	10	on	on	ADP
cblr-3425	509	11	a	a	DET
cblr-3425	509	12	training	training	NOUN
cblr-3425	509	13	data	datum	NOUN
cblr-3425	509	14	set.169	set.169	VERB
cblr-3425	509	15	two	two	NUM
cblr-3425	509	16	primary	primary	ADJ
cblr-3425	509	17	implications	implication	NOUN
cblr-3425	509	18	arise	arise	VERB
cblr-3425	509	19	from	from	ADP
cblr-3425	509	20	this	this	DET
cblr-3425	509	21	technological	technological	ADJ
cblr-3425	509	22	difference	difference	NOUN
cblr-3425	509	23	.	.	PUNCT
cblr-3425	510	1	first	first	ADV
cblr-3425	510	2	,	,	PUNCT
cblr-3425	510	3	because	because	SCONJ
cblr-3425	510	4	a	a	DET
cblr-3425	510	5	traditional	traditional	ADJ
cblr-3425	510	6	automation	automation	NOUN
cblr-3425	510	7	tool	tool	NOUN
cblr-3425	510	8	derives	derive	VERB
cblr-3425	510	9	its	its	PRON
cblr-3425	510	10	logic	logic	NOUN
cblr-3425	510	11	from	from	ADP
cblr-3425	510	12	a	a	DET
cblr-3425	510	13	real	real	ADJ
cblr-3425	510	14	-	-	PUNCT
cblr-3425	510	15	world	world	NOUN
cblr-3425	510	16	expert	expert	NOUN
cblr-3425	510	17	,	,	PUNCT
cblr-3425	510	18	such	such	ADJ
cblr-3425	510	19	as	as	ADP
cblr-3425	510	20	a	a	DET
cblr-3425	510	21	lawyer	lawyer	NOUN
cblr-3425	510	22	,	,	PUNCT
cblr-3425	510	23	it	it	PRON
cblr-3425	510	24	will	will	AUX
cblr-3425	510	25	never	never	ADV
cblr-3425	510	26	be	be	AUX
cblr-3425	510	27	able	able	ADJ
cblr-3425	510	28	to	to	PART
cblr-3425	510	29	generate	generate	VERB
cblr-3425	510	30	a	a	DET
cblr-3425	510	31	better	well	ADJ
cblr-3425	510	32	contract	contract	NOUN
cblr-3425	510	33	than	than	SCONJ
cblr-3425	510	34	the	the	DET
cblr-3425	510	35	expert	expert	NOUN
cblr-3425	510	36	could	could	AUX
cblr-3425	510	37	have	have	AUX
cblr-3425	510	38	generated	generate	VERB
cblr-3425	510	39	on	on	ADP
cblr-3425	510	40	her	her	PRON
cblr-3425	510	41	own	own	ADJ
cblr-3425	510	42	(	(	PUNCT
cblr-3425	510	43	though	though	SCONJ
cblr-3425	510	44	the	the	DET
cblr-3425	510	45	tool	tool	NOUN
cblr-3425	510	46	will	will	AUX
cblr-3425	510	47	often	often	ADV
cblr-3425	510	48	be	be	AUX
cblr-3425	510	49	faster	fast	ADJ
cblr-3425	510	50	and	and	CCONJ
cblr-3425	510	51	cheaper	cheap	ADJ
cblr-3425	510	52	)	)	PUNCT
cblr-3425	510	53	.	.	PUNCT
cblr-3425	511	1	predictive	predictive	ADJ
cblr-3425	511	2	contracting	contracting	NOUN
cblr-3425	511	3	,	,	PUNCT
cblr-3425	511	4	on	on	ADP
cblr-3425	511	5	the	the	DET
cblr-3425	511	6	other	other	ADJ
cblr-3425	511	7	hand	hand	NOUN
cblr-3425	511	8	,	,	PUNCT
cblr-3425	511	9	generates	generate	VERB
cblr-3425	511	10	its	its	PRON
cblr-3425	511	11	insights	insight	NOUN
cblr-3425	511	12	by	by	ADP
cblr-3425	511	13	analyzing	analyze	VERB
cblr-3425	511	14	large	large	ADJ
cblr-3425	511	15	amounts	amount	NOUN
cblr-3425	511	16	of	of	ADP
cblr-3425	511	17	data	datum	NOUN
cblr-3425	511	18	in	in	ADP
cblr-3425	511	19	a	a	DET
cblr-3425	511	20	way	way	NOUN
cblr-3425	511	21	that	that	PRON
cblr-3425	511	22	a	a	DET
cblr-3425	511	23	lawyer	lawyer	NOUN
cblr-3425	511	24	can	can	AUX
cblr-3425	511	25	not	not	PART
cblr-3425	511	26	.	.	PUNCT
cblr-3425	512	1	as	as	ADP
cblr-3425	512	2	a	a	DET
cblr-3425	512	3	result	result	NOUN
cblr-3425	512	4	,	,	PUNCT
cblr-3425	512	5	a	a	DET
cblr-3425	512	6	predictive	predictive	ADJ
cblr-3425	512	7	contracting	contracting	NOUN
cblr-3425	512	8	system	system	NOUN
cblr-3425	512	9	is	be	AUX
cblr-3425	512	10	complimentary	complimentary	ADJ
cblr-3425	512	11	to	to	ADP
cblr-3425	512	12	a	a	DET
cblr-3425	512	13	lawyer	lawyer	NOUN
cblr-3425	512	14	’s	’s	PART
cblr-3425	512	15	experience	experience	NOUN
cblr-3425	512	16	as	as	SCONJ
cblr-3425	512	17	opposed	oppose	VERB
cblr-3425	512	18	to	to	PART
cblr-3425	512	19	merely	merely	ADV
cblr-3425	512	20	replicative	replicative	VERB
cblr-3425	512	21	.	.	PUNCT
cblr-3425	513	1	second	second	ADJ
cblr-3425	513	2	,	,	PUNCT
cblr-3425	513	3	traditional	traditional	ADJ
cblr-3425	513	4	automation	automation	NOUN
cblr-3425	513	5	tools	tool	NOUN
cblr-3425	513	6	are	be	AUX
cblr-3425	513	7	static	static	ADJ
cblr-3425	513	8	whereas	whereas	SCONJ
cblr-3425	513	9	predictive	predictive	ADJ
cblr-3425	513	10	contracting	contracting	NOUN
cblr-3425	513	11	is	be	AUX
cblr-3425	513	12	dynamic	dynamic	ADJ
cblr-3425	513	13	.	.	PUNCT
cblr-3425	514	1	a	a	DET
cblr-3425	514	2	traditional	traditional	ADJ
cblr-3425	514	3	tool	tool	NOUN
cblr-3425	514	4	has	have	VERB
cblr-3425	514	5	to	to	PART
cblr-3425	514	6	be	be	AUX
cblr-3425	514	7	pre	pre	VERB
cblr-3425	514	8	-	-	VERB
cblr-3425	514	9	coded	coded	ADJ
cblr-3425	514	10	and	and	CCONJ
cblr-3425	514	11	therefore	therefore	ADV
cblr-3425	514	12	its	its	PRON
cblr-3425	514	13	logic	logic	NOUN
cblr-3425	514	14	can	can	AUX
cblr-3425	514	15	not	not	PART
cblr-3425	514	16	change	change	VERB
cblr-3425	514	17	over	over	ADP
cblr-3425	514	18	time	time	NOUN
cblr-3425	514	19	unless	unless	SCONJ
cblr-3425	514	20	it	it	PRON
cblr-3425	514	21	is	be	AUX
cblr-3425	514	22	recoded	recode	VERB
cblr-3425	514	23	.	.	PUNCT
cblr-3425	515	1	on	on	ADP
cblr-3425	515	2	the	the	DET
cblr-3425	515	3	other	other	ADJ
cblr-3425	515	4	hand	hand	NOUN
cblr-3425	515	5	,	,	PUNCT
cblr-3425	515	6	a	a	DET
cblr-3425	515	7	predictive	predictive	ADJ
cblr-3425	515	8	contracting	contracting	NOUN
cblr-3425	515	9	system	system	NOUN
cblr-3425	515	10	can	can	AUX
cblr-3425	515	11	continuously	continuously	ADV
cblr-3425	515	12	update	update	VERB
cblr-3425	515	13	its	its	PRON
cblr-3425	515	14	logic	logic	NOUN
cblr-3425	515	15	as	as	SCONJ
cblr-3425	515	16	it	it	PRON
cblr-3425	515	17	is	be	AUX
cblr-3425	515	18	supplied	supply	VERB
cblr-3425	515	19	with	with	ADP
cblr-3425	515	20	additional	additional	ADJ
cblr-3425	515	21	data	datum	NOUN
cblr-3425	515	22	from	from	ADP
cblr-3425	515	23	subsequent	subsequent	ADJ
cblr-3425	515	24	contracts	contract	NOUN
cblr-3425	515	25	,	,	PUNCT
cblr-3425	515	26	thereby	thereby	ADV
cblr-3425	515	27	improving	improve	VERB
cblr-3425	515	28	its	its	PRON
cblr-3425	515	29	accuracy	accuracy	NOUN
cblr-3425	515	30	and	and	CCONJ
cblr-3425	515	31	generating	generate	VERB
cblr-3425	515	32	better	well	ADJ
cblr-3425	515	33	insights	insight	NOUN
cblr-3425	515	34	.	.	PUNCT
cblr-3425	516	1	iii	iii	X
cblr-3425	516	2	.	.	PUNCT
cblr-3425	516	3	discussion	discussion	NOUN
cblr-3425	516	4	predictive	predictive	ADJ
cblr-3425	516	5	contracting	contracting	NOUN
cblr-3425	516	6	has	have	VERB
cblr-3425	516	7	theoretical	theoretical	ADJ
cblr-3425	516	8	and	and	CCONJ
cblr-3425	516	9	practical	practical	ADJ
cblr-3425	516	10	implications	implication	NOUN
cblr-3425	516	11	.	.	PUNCT
cblr-3425	517	1	at	at	ADP
cblr-3425	517	2	the	the	DET
cblr-3425	517	3	same	same	ADJ
cblr-3425	517	4	time	time	NOUN
cblr-3425	517	5	,	,	PUNCT
cblr-3425	517	6	predictive	predictive	ADJ
cblr-3425	517	7	contracting	contracting	NOUN
cblr-3425	517	8	faces	face	VERB
cblr-3425	517	9	a	a	DET
cblr-3425	517	10	variety	variety	NOUN
cblr-3425	517	11	of	of	ADP
cblr-3425	517	12	limitations	limitation	NOUN
cblr-3425	517	13	and	and	CCONJ
cblr-3425	517	14	risks	risk	NOUN
cblr-3425	517	15	.	.	PUNCT
cblr-3425	518	1	this	this	DET
cblr-3425	518	2	part	part	NOUN
cblr-3425	518	3	examines	examine	VERB
cblr-3425	518	4	these	these	DET
cblr-3425	518	5	issues	issue	NOUN
cblr-3425	518	6	and	and	CCONJ
cblr-3425	518	7	proceeds	proceed	NOUN
cblr-3425	518	8	as	as	SCONJ
cblr-3425	518	9	follows	follow	VERB
cblr-3425	518	10	.	.	PUNCT
cblr-3425	519	1	section	section	NOUN
cblr-3425	519	2	iii.a	iii.a	PROPN
cblr-3425	519	3	discusses	discuss	VERB
cblr-3425	519	4	the	the	DET
cblr-3425	519	5	theoretical	theoretical	ADJ
cblr-3425	519	6	implications	implication	NOUN
cblr-3425	519	7	of	of	ADP
cblr-3425	519	8	predictive	predictive	ADJ
cblr-3425	519	9	contracting	contracting	NOUN
cblr-3425	519	10	,	,	PUNCT
cblr-3425	519	11	section	section	NOUN
cblr-3425	519	12	iii.b	iii.b	PROPN
cblr-3425	519	13	discusses	discuss	VERB
cblr-3425	519	14	the	the	DET
cblr-3425	519	15	practical	practical	ADJ
cblr-3425	519	16	implications	implication	NOUN
cblr-3425	519	17	,	,	PUNCT
cblr-3425	519	18	and	and	CCONJ
cblr-3425	519	19	section	section	NOUN
cblr-3425	519	20	iii.c	iii.c	PROPN
cblr-3425	519	21	discusses	discuss	VERB
cblr-3425	519	22	the	the	DET
cblr-3425	519	23	limitations	limitation	NOUN
cblr-3425	519	24	and	and	CCONJ
cblr-3425	519	25	risks	risk	NOUN
cblr-3425	519	26	.	.	PUNCT
cblr-3425	520	1	a.	a.	NOUN
cblr-3425	520	2	theoretical	theoretical	ADJ
cblr-3425	520	3	implications	implication	NOUN
cblr-3425	520	4	predictive	predictive	ADJ
cblr-3425	520	5	contracting	contracting	NOUN
cblr-3425	520	6	has	have	VERB
cblr-3425	520	7	multiple	multiple	ADJ
cblr-3425	520	8	implications	implication	NOUN
cblr-3425	520	9	for	for	ADP
cblr-3425	520	10	the	the	DET
cblr-3425	520	11	theory	theory	NOUN
cblr-3425	520	12	of	of	ADP
cblr-3425	520	13	contract	contract	NOUN
cblr-3425	520	14	design	design	NOUN
cblr-3425	520	15	.	.	PUNCT
cblr-3425	521	1	the	the	DET
cblr-3425	521	2	sections	section	NOUN
cblr-3425	521	3	below	below	ADP
cblr-3425	521	4	examine	examine	VERB
cblr-3425	521	5	how	how	SCONJ
cblr-3425	521	6	predictive	predictive	ADJ
cblr-3425	521	7	contracting	contracting	NOUN
cblr-3425	521	8	can	can	AUX
cblr-3425	521	9	lead	lead	VERB
cblr-3425	521	10	to	to	ADP
cblr-3425	521	11	(	(	PUNCT
cblr-3425	521	12	1	1	X
cblr-3425	521	13	)	)	PUNCT
cblr-3425	521	14	greater	great	ADJ
cblr-3425	521	15	customization	customization	NOUN
cblr-3425	521	16	,	,	PUNCT
cblr-3425	521	17	(	(	PUNCT
cblr-3425	521	18	2	2	X
cblr-3425	521	19	)	)	PUNCT
cblr-3425	521	20	increased	increase	VERB
cblr-3425	521	21	innovation	innovation	NOUN
cblr-3425	521	22	,	,	PUNCT
cblr-3425	521	23	(	(	PUNCT
cblr-3425	521	24	3	3	X
cblr-3425	521	25	)	)	PUNCT
cblr-3425	521	26	more	more	ADV
cblr-3425	521	27	complete	complete	ADJ
cblr-3425	521	28	contract	contract	NOUN
cblr-3425	521	29	design	design	NOUN
cblr-3425	521	30	,	,	PUNCT
cblr-3425	521	31	(	(	PUNCT
cblr-3425	521	32	4	4	X
cblr-3425	521	33	)	)	PUNCT
cblr-3425	521	34	more	more	ADV
cblr-3425	521	35	effective	effective	ADJ
cblr-3425	521	36	balancing	balancing	NOUN
cblr-3425	521	37	of	of	ADP
cblr-3425	521	38	front	front	ADJ
cblr-3425	521	39	-	-	PUNCT
cblr-3425	521	40	end	end	NOUN
cblr-3425	521	41	and	and	CCONJ
cblr-3425	521	42	back	back	ADJ
cblr-3425	521	43	-	-	PUNCT
cblr-3425	521	44	end	end	NOUN
cblr-3425	521	45	costs	cost	NOUN
cblr-3425	521	46	,	,	PUNCT
cblr-3425	521	47	(	(	PUNCT
cblr-3425	521	48	5	5	X
cblr-3425	521	49	)	)	PUNCT
cblr-3425	521	50	better	well	ADJ
cblr-3425	521	51	risk	risk	NOUN
cblr-3425	521	52	assessment	assessment	NOUN
cblr-3425	521	53	and	and	CCONJ
cblr-3425	521	54	allocation	allocation	NOUN
cblr-3425	521	55	,	,	PUNCT
cblr-3425	521	56	and	and	CCONJ
cblr-3425	521	57	(	(	PUNCT
cblr-3425	521	58	6	6	NUM
cblr-3425	521	59	)	)	PUNCT
cblr-3425	521	60	more	more	ADV
cblr-3425	521	61	accurate	accurate	ADJ
cblr-3425	521	62	term	term	NOUN
cblr-3425	521	63	pricing	pricing	NOUN
cblr-3425	521	64	for	for	ADP
cblr-3425	521	65	negotiation	negotiation	NOUN
cblr-3425	521	66	.	.	PUNCT
cblr-3425	522	1	169	169	NUM
cblr-3425	522	2	see	see	VERB
cblr-3425	522	3	supra	supra	PROPN
cblr-3425	522	4	section	section	PROPN
cblr-3425	522	5	ii.a	ii.a	PROPN
cblr-3425	522	6	;	;	PUNCT
cblr-3425	522	7	see	see	VERB
cblr-3425	522	8	also	also	ADV
cblr-3425	522	9	surden	surden	VERB
cblr-3425	522	10	,	,	PUNCT
cblr-3425	522	11	supra	supra	PROPN
cblr-3425	522	12	note	note	PROPN
cblr-3425	522	13	35	35	NUM
cblr-3425	522	14	,	,	PUNCT
cblr-3425	522	15	at	at	ADP
cblr-3425	522	16	93–95	93–95	NUM
cblr-3425	522	17	.	.	PUNCT
cblr-3425	523	1	664	664	NUM
cblr-3425	523	2	columbia	columbia	PROPN
cblr-3425	523	3	business	business	NOUN
cblr-3425	523	4	law	law	PROPN
cblr-3425	523	5	review	review	NOUN
cblr-3425	523	6	[	[	X
cblr-3425	523	7	vol	vol	NOUN
cblr-3425	523	8	.	.	PUNCT
cblr-3425	523	9	2019	2019	NUM
cblr-3425	523	10	1	1	NUM
cblr-3425	523	11	.	.	PUNCT
cblr-3425	523	12	customization	customization	NOUN
cblr-3425	523	13	contracts	contract	NOUN
cblr-3425	523	14	(	(	PUNCT
cblr-3425	523	15	both	both	PRON
cblr-3425	523	16	business	business	NOUN
cblr-3425	523	17	-	-	PUNCT
cblr-3425	523	18	to	to	ADP
cblr-3425	523	19	-	-	PUNCT
cblr-3425	523	20	business	business	NOUN
cblr-3425	523	21	and	and	CCONJ
cblr-3425	523	22	business	business	NOUN
cblr-3425	523	23	-	-	PUNCT
cblr-3425	523	24	toconsumer	toconsumer	NOUN
cblr-3425	523	25	)	)	PUNCT
cblr-3425	523	26	frequently	frequently	ADV
cblr-3425	523	27	display	display	VERB
cblr-3425	523	28	a	a	DET
cblr-3425	523	29	high	high	ADJ
cblr-3425	523	30	degree	degree	NOUN
cblr-3425	523	31	of	of	ADP
cblr-3425	523	32	standardization.170	standardization.170	NOUN
cblr-3425	523	33	this	this	PRON
cblr-3425	523	34	can	can	AUX
cblr-3425	523	35	be	be	AUX
cblr-3425	523	36	seen	see	VERB
cblr-3425	523	37	in	in	ADP
cblr-3425	523	38	the	the	DET
cblr-3425	523	39	widespread	widespread	ADJ
cblr-3425	523	40	use	use	NOUN
cblr-3425	523	41	of	of	ADP
cblr-3425	523	42	boilerplate	boilerplate	ADJ
cblr-3425	523	43	provisions	provision	NOUN
cblr-3425	523	44	in	in	ADP
cblr-3425	523	45	commercial	commercial	ADJ
cblr-3425	523	46	contracts.171	contracts.171	ADP
cblr-3425	523	47	these	these	DET
cblr-3425	523	48	boilerplate	boilerplate	ADJ
cblr-3425	523	49	terms	term	NOUN
cblr-3425	523	50	often	often	ADV
cblr-3425	523	51	prove	prove	VERB
cblr-3425	523	52	quite	quite	ADV
cblr-3425	523	53	resistant	resistant	ADJ
cblr-3425	523	54	to	to	PART
cblr-3425	523	55	change	change	VERB
cblr-3425	523	56	and	and	CCONJ
cblr-3425	523	57	will	will	AUX
cblr-3425	523	58	sometimes	sometimes	ADV
cblr-3425	523	59	remain	remain	VERB
cblr-3425	523	60	in	in	ADP
cblr-3425	523	61	use	use	NOUN
cblr-3425	523	62	despite	despite	SCONJ
cblr-3425	523	63	adverse	adverse	ADJ
cblr-3425	523	64	shocks.172	shocks.172	NOUN
cblr-3425	523	65	this	this	DET
cblr-3425	523	66	prevalence	prevalence	NOUN
cblr-3425	523	67	of	of	ADP
cblr-3425	523	68	standardization	standardization	NOUN
cblr-3425	523	69	runs	run	VERB
cblr-3425	523	70	counter	counter	ADV
cblr-3425	523	71	to	to	ADP
cblr-3425	523	72	the	the	DET
cblr-3425	523	73	traditional	traditional	ADJ
cblr-3425	523	74	efficient	efficient	ADJ
cblr-3425	523	75	contracting	contracting	NOUN
cblr-3425	523	76	view	view	NOUN
cblr-3425	523	77	that	that	PRON
cblr-3425	523	78	predicts	predict	VERB
cblr-3425	523	79	that	that	SCONJ
cblr-3425	523	80	parties	party	NOUN
cblr-3425	523	81	to	to	ADP
cblr-3425	523	82	a	a	DET
cblr-3425	523	83	contract	contract	NOUN
cblr-3425	523	84	will	will	AUX
cblr-3425	523	85	select	select	VERB
cblr-3425	523	86	the	the	DET
cblr-3425	523	87	set	set	NOUN
cblr-3425	523	88	of	of	ADP
cblr-3425	523	89	terms	term	NOUN
cblr-3425	523	90	that	that	PRON
cblr-3425	523	91	maximizes	maximize	VERB
cblr-3425	523	92	the	the	DET
cblr-3425	523	93	joint	joint	ADJ
cblr-3425	523	94	value	value	NOUN
cblr-3425	523	95	generated	generate	VERB
cblr-3425	523	96	by	by	ADP
cblr-3425	523	97	the	the	DET
cblr-3425	523	98	contract.173	contract.173	PROPN
cblr-3425	523	99	assuming	assume	VERB
cblr-3425	523	100	that	that	SCONJ
cblr-3425	523	101	contracting	contract	VERB
cblr-3425	523	102	scenarios	scenario	NOUN
cblr-3425	523	103	display	display	VERB
cblr-3425	523	104	some	some	DET
cblr-3425	523	105	degree	degree	NOUN
cblr-3425	523	106	of	of	ADP
cblr-3425	523	107	heterogeneity	heterogeneity	NOUN
cblr-3425	523	108	from	from	ADP
cblr-3425	523	109	one	one	NUM
cblr-3425	523	110	scenario	scenario	NOUN
cblr-3425	523	111	to	to	ADP
cblr-3425	523	112	the	the	DET
cblr-3425	523	113	next	next	ADJ
cblr-3425	523	114	,	,	PUNCT
cblr-3425	523	115	contracts	contract	NOUN
cblr-3425	523	116	should	should	AUX
cblr-3425	523	117	reflect	reflect	VERB
cblr-3425	523	118	this	this	DET
cblr-3425	523	119	170	170	NUM
cblr-3425	523	120	see	see	VERB
cblr-3425	523	121	generally	generally	ADV
cblr-3425	523	122	gulati	gulati	PROPN
cblr-3425	523	123	&	&	CCONJ
cblr-3425	523	124	scott	scott	PROPN
cblr-3425	523	125	,	,	PUNCT
cblr-3425	523	126	supra	supra	PROPN
cblr-3425	523	127	note	note	PROPN
cblr-3425	523	128	18	18	NUM
cblr-3425	523	129	;	;	PUNCT
cblr-3425	523	130	boardman	boardman	NOUN
cblr-3425	523	131	,	,	PUNCT
cblr-3425	523	132	supra	supra	PROPN
cblr-3425	523	133	note	note	PROPN
cblr-3425	523	134	15	15	NUM
cblr-3425	523	135	;	;	PUNCT
cblr-3425	523	136	choi	choi	NOUN
cblr-3425	523	137	&	&	CCONJ
cblr-3425	523	138	gulati	gulati	PROPN
cblr-3425	523	139	,	,	PUNCT
cblr-3425	523	140	supra	supra	PROPN
cblr-3425	523	141	note	note	PROPN
cblr-3425	523	142	17	17	NUM
cblr-3425	523	143	;	;	PUNCT
cblr-3425	523	144	choi	choi	NOUN
cblr-3425	523	145	&	&	CCONJ
cblr-3425	523	146	gulati	gulati	PROPN
cblr-3425	523	147	,	,	PUNCT
cblr-3425	523	148	supra	supra	PROPN
cblr-3425	523	149	note	note	PROPN
cblr-3425	523	150	82	82	NUM
cblr-3425	523	151	;	;	PUNCT
cblr-3425	524	1	choi	choi	NOUN
cblr-3425	524	2	,	,	PUNCT
cblr-3425	524	3	gulati	gulati	PROPN
cblr-3425	524	4	&	&	CCONJ
cblr-3425	524	5	posner	posner	PROPN
cblr-3425	524	6	,	,	PUNCT
cblr-3425	524	7	supra	supra	PROPN
cblr-3425	524	8	note	note	PROPN
cblr-3425	524	9	17	17	NUM
cblr-3425	524	10	;	;	PUNCT
cblr-3425	524	11	goetz	goetz	PROPN
cblr-3425	524	12	&	&	CCONJ
cblr-3425	524	13	scott	scott	PROPN
cblr-3425	524	14	,	,	PUNCT
cblr-3425	524	15	supra	supra	PROPN
cblr-3425	524	16	note	note	PROPN
cblr-3425	524	17	15	15	NUM
cblr-3425	524	18	;	;	PUNCT
cblr-3425	524	19	hill	hill	NOUN
cblr-3425	524	20	,	,	PUNCT
cblr-3425	524	21	supra	supra	PROPN
cblr-3425	524	22	note	note	PROPN
cblr-3425	524	23	18	18	NUM
cblr-3425	524	24	;	;	PUNCT
cblr-3425	524	25	kahan	kahan	PROPN
cblr-3425	524	26	&	&	CCONJ
cblr-3425	524	27	klausner	klausner	PROPN
cblr-3425	524	28	,	,	PUNCT
cblr-3425	524	29	supra	supra	PROPN
cblr-3425	524	30	note	note	PROPN
cblr-3425	524	31	17	17	NUM
cblr-3425	524	32	;	;	PUNCT
cblr-3425	524	33	kahan	kahan	PROPN
cblr-3425	524	34	&	&	CCONJ
cblr-3425	524	35	klausner	klausner	PROPN
cblr-3425	524	36	,	,	PUNCT
cblr-3425	524	37	supra	supra	PROPN
cblr-3425	524	38	note	note	PROPN
cblr-3425	524	39	15	15	NUM
cblr-3425	524	40	;	;	PUNCT
cblr-3425	524	41	klausner	klausner	PROPN
cblr-3425	524	42	,	,	PUNCT
cblr-3425	524	43	supra	supra	PROPN
cblr-3425	524	44	note	note	PROPN
cblr-3425	524	45	15	15	NUM
cblr-3425	524	46	;	;	PUNCT
cblr-3425	524	47	korobkin	korobkin	PROPN
cblr-3425	524	48	,	,	PUNCT
cblr-3425	524	49	supra	supra	PROPN
cblr-3425	524	50	note	note	PROPN
cblr-3425	524	51	18	18	NUM
cblr-3425	524	52	;	;	PUNCT
cblr-3425	524	53	richman	richman	NOUN
cblr-3425	524	54	,	,	PUNCT
cblr-3425	524	55	supra	supra	PROPN
cblr-3425	524	56	note	note	PROPN
cblr-3425	524	57	18	18	NUM
cblr-3425	524	58	;	;	PUNCT
cblr-3425	524	59	schwartz	schwartz	PROPN
cblr-3425	524	60	&	&	CCONJ
cblr-3425	524	61	scott	scott	PROPN
cblr-3425	524	62	,	,	PUNCT
cblr-3425	524	63	supra	supra	PROPN
cblr-3425	524	64	note	note	PROPN
cblr-3425	524	65	9	9	NUM
cblr-3425	524	66	;	;	PUNCT
cblr-3425	524	67	triantis	triantis	PROPN
cblr-3425	524	68	,	,	PUNCT
cblr-3425	524	69	supra	supra	PROPN
cblr-3425	524	70	note	note	NOUN
cblr-3425	524	71	21	21	NUM
cblr-3425	524	72	.	.	PUNCT
cblr-3425	524	73	171	171	NUM
cblr-3425	524	74	see	see	VERB
cblr-3425	524	75	gulati	gulati	PROPN
cblr-3425	524	76	&	&	CCONJ
cblr-3425	524	77	scott	scott	PROPN
cblr-3425	524	78	,	,	PUNCT
cblr-3425	524	79	supra	supra	PROPN
cblr-3425	524	80	note	note	PROPN
cblr-3425	524	81	18	18	NUM
cblr-3425	524	82	,	,	PUNCT
cblr-3425	524	83	at	at	ADP
cblr-3425	524	84	2–3	2–3	NUM
cblr-3425	524	85	(	(	PUNCT
cblr-3425	524	86	describing	describe	VERB
cblr-3425	524	87	the	the	DET
cblr-3425	524	88	use	use	NOUN
cblr-3425	524	89	of	of	ADP
cblr-3425	524	90	a	a	DET
cblr-3425	524	91	“	"	PUNCT
cblr-3425	524	92	pari	pari	ADJ
cblr-3425	524	93	passu	passu	NOUN
cblr-3425	524	94	”	"	PUNCT
cblr-3425	524	95	clause	clause	NOUN
cblr-3425	524	96	in	in	ADP
cblr-3425	524	97	over	over	ADP
cblr-3425	524	98	ninety	ninety	NUM
cblr-3425	524	99	percent	percent	NOUN
cblr-3425	524	100	of	of	ADP
cblr-3425	524	101	cross	cross	ADJ
cblr-3425	524	102	-	-	ADJ
cblr-3425	524	103	border	border	ADJ
cblr-3425	524	104	sovereign	sovereign	ADJ
cblr-3425	524	105	bond	bond	NOUN
cblr-3425	524	106	contracts	contract	NOUN
cblr-3425	524	107	)	)	PUNCT
cblr-3425	524	108	;	;	PUNCT
cblr-3425	524	109	choi	choi	PROPN
cblr-3425	524	110	&	&	CCONJ
cblr-3425	524	111	gulati	gulati	PROPN
cblr-3425	524	112	,	,	PUNCT
cblr-3425	524	113	supra	supra	PROPN
cblr-3425	524	114	note	note	PROPN
cblr-3425	524	115	82	82	NUM
cblr-3425	524	116	,	,	PUNCT
cblr-3425	524	117	at	at	ADP
cblr-3425	524	118	1130	1130	NUM
cblr-3425	524	119	(	(	PUNCT
cblr-3425	524	120	discussing	discuss	VERB
cblr-3425	524	121	the	the	DET
cblr-3425	524	122	use	use	NOUN
cblr-3425	524	123	of	of	ADP
cblr-3425	524	124	form	form	NOUN
cblr-3425	524	125	contracts	contract	NOUN
cblr-3425	524	126	in	in	ADP
cblr-3425	524	127	business	business	NOUN
cblr-3425	524	128	-	-	PUNCT
cblr-3425	524	129	to	to	ADP
cblr-3425	524	130	-	-	PUNCT
cblr-3425	524	131	consumer	consumer	NOUN
cblr-3425	524	132	contracting	contracting	NOUN
cblr-3425	524	133	)	)	PUNCT
cblr-3425	524	134	;	;	PUNCT
cblr-3425	524	135	hill	hill	NOUN
cblr-3425	524	136	,	,	PUNCT
cblr-3425	524	137	supra	supra	PROPN
cblr-3425	524	138	note	note	PROPN
cblr-3425	524	139	18	18	NUM
cblr-3425	524	140	,	,	PUNCT
cblr-3425	524	141	at	at	ADP
cblr-3425	524	142	59	59	NUM
cblr-3425	524	143	,	,	PUNCT
cblr-3425	524	144	63	63	NUM
cblr-3425	524	145	(	(	PUNCT
cblr-3425	524	146	highlighting	highlight	VERB
cblr-3425	524	147	the	the	DET
cblr-3425	524	148	use	use	NOUN
cblr-3425	524	149	of	of	ADP
cblr-3425	524	150	forms	form	NOUN
cblr-3425	524	151	in	in	ADP
cblr-3425	524	152	transactional	transactional	ADJ
cblr-3425	524	153	law	law	NOUN
cblr-3425	524	154	practice	practice	NOUN
cblr-3425	524	155	and	and	CCONJ
cblr-3425	524	156	describing	describe	VERB
cblr-3425	524	157	how	how	SCONJ
cblr-3425	524	158	law	law	NOUN
cblr-3425	524	159	firms	firm	NOUN
cblr-3425	524	160	use	use	VERB
cblr-3425	524	161	forms	form	NOUN
cblr-3425	524	162	during	during	ADP
cblr-3425	524	163	the	the	DET
cblr-3425	524	164	drafting	drafting	NOUN
cblr-3425	524	165	process	process	NOUN
cblr-3425	524	166	)	)	PUNCT
cblr-3425	524	167	;	;	PUNCT
cblr-3425	524	168	kahan	kahan	PROPN
cblr-3425	524	169	&	&	CCONJ
cblr-3425	524	170	klausner	klausner	PROPN
cblr-3425	524	171	,	,	PUNCT
cblr-3425	524	172	supra	supra	PROPN
cblr-3425	524	173	note	note	PROPN
cblr-3425	524	174	15	15	NUM
cblr-3425	524	175	,	,	PUNCT
cblr-3425	524	176	at	at	ADP
cblr-3425	524	177	718	718	NUM
cblr-3425	524	178	(	(	PUNCT
cblr-3425	524	179	describing	describe	VERB
cblr-3425	524	180	evidence	evidence	NOUN
cblr-3425	524	181	of	of	ADP
cblr-3425	524	182	contractual	contractual	ADJ
cblr-3425	524	183	boilerplate	boilerplate	NOUN
cblr-3425	524	184	,	,	PUNCT
cblr-3425	524	185	such	such	ADJ
cblr-3425	524	186	as	as	ADP
cblr-3425	524	187	bond	bond	NOUN
cblr-3425	524	188	indentures	indenture	NOUN
cblr-3425	524	189	and	and	CCONJ
cblr-3425	524	190	corporate	corporate	ADJ
cblr-3425	524	191	charters	charter	NOUN
cblr-3425	524	192	)	)	PUNCT
cblr-3425	524	193	;	;	PUNCT
cblr-3425	524	194	klausner	klausner	PROPN
cblr-3425	524	195	,	,	PUNCT
cblr-3425	524	196	supra	supra	PROPN
cblr-3425	524	197	note	note	PROPN
cblr-3425	524	198	15	15	NUM
cblr-3425	524	199	,	,	PUNCT
cblr-3425	524	200	at	at	ADP
cblr-3425	524	201	762	762	NUM
cblr-3425	524	202	(	(	PUNCT
cblr-3425	524	203	discussing	discuss	VERB
cblr-3425	524	204	the	the	DET
cblr-3425	524	205	use	use	NOUN
cblr-3425	524	206	of	of	ADP
cblr-3425	524	207	form	form	NOUN
cblr-3425	524	208	documentation	documentation	NOUN
cblr-3425	524	209	in	in	ADP
cblr-3425	524	210	corporate	corporate	ADJ
cblr-3425	524	211	contracting	contracting	NOUN
cblr-3425	524	212	)	)	PUNCT
cblr-3425	524	213	.	.	PUNCT
cblr-3425	525	1	172	172	NUM
cblr-3425	525	2	see	see	VERB
cblr-3425	525	3	choi	choi	NOUN
cblr-3425	525	4	&	&	CCONJ
cblr-3425	525	5	gulati	gulati	PROPN
cblr-3425	525	6	,	,	PUNCT
cblr-3425	525	7	supra	supra	PROPN
cblr-3425	525	8	note	note	PROPN
cblr-3425	525	9	17	17	NUM
cblr-3425	525	10	,	,	PUNCT
cblr-3425	525	11	at	at	ADP
cblr-3425	525	12	934–35	934–35	NUM
cblr-3425	525	13	(	(	PUNCT
cblr-3425	525	14	providing	provide	VERB
cblr-3425	525	15	empirical	empirical	ADJ
cblr-3425	525	16	evidence	evidence	NOUN
cblr-3425	525	17	of	of	ADP
cblr-3425	525	18	a	a	DET
cblr-3425	525	19	slow	slow	ADJ
cblr-3425	525	20	shift	shift	NOUN
cblr-3425	525	21	in	in	ADP
cblr-3425	525	22	standardized	standardized	ADJ
cblr-3425	525	23	terms	term	NOUN
cblr-3425	525	24	following	follow	VERB
cblr-3425	525	25	an	an	DET
cblr-3425	525	26	external	external	ADJ
cblr-3425	525	27	shock	shock	NOUN
cblr-3425	525	28	)	)	PUNCT
cblr-3425	525	29	;	;	PUNCT
cblr-3425	525	30	choi	choi	NOUN
cblr-3425	525	31	,	,	PUNCT
cblr-3425	525	32	gulati	gulati	PROPN
cblr-3425	525	33	&	&	CCONJ
cblr-3425	525	34	posner	posner	PROPN
cblr-3425	525	35	,	,	PUNCT
cblr-3425	525	36	supra	supra	PROPN
cblr-3425	525	37	note	note	PROPN
cblr-3425	525	38	17	17	NUM
cblr-3425	525	39	,	,	PUNCT
cblr-3425	525	40	at	at	ADP
cblr-3425	525	41	3	3	NUM
cblr-3425	525	42	,	,	PUNCT
cblr-3425	525	43	7–10	7–10	PROPN
cblr-3425	525	44	(	(	PUNCT
cblr-3425	525	45	proposing	propose	VERB
cblr-3425	525	46	a	a	DET
cblr-3425	525	47	model	model	NOUN
cblr-3425	525	48	of	of	ADP
cblr-3425	525	49	boilerplate	boilerplate	ADJ
cblr-3425	525	50	evolution	evolution	NOUN
cblr-3425	525	51	in	in	ADP
cblr-3425	525	52	which	which	PRON
cblr-3425	525	53	an	an	DET
cblr-3425	525	54	external	external	ADJ
cblr-3425	525	55	shock	shock	NOUN
cblr-3425	525	56	disrupts	disrupt	VERB
cblr-3425	525	57	pre	pre	ADJ
cblr-3425	525	58	-	-	ADJ
cblr-3425	525	59	shock	shock	ADJ
cblr-3425	525	60	standardization	standardization	NOUN
cblr-3425	525	61	causing	cause	VERB
cblr-3425	525	62	a	a	DET
cblr-3425	525	63	period	period	NOUN
cblr-3425	525	64	of	of	ADP
cblr-3425	525	65	innovation	innovation	NOUN
cblr-3425	525	66	that	that	PRON
cblr-3425	525	67	ultimately	ultimately	ADV
cblr-3425	525	68	leads	lead	VERB
cblr-3425	525	69	to	to	ADP
cblr-3425	525	70	postshock	postshock	NOUN
cblr-3425	525	71	standardization	standardization	NOUN
cblr-3425	525	72	)	)	PUNCT
cblr-3425	525	73	.	.	PUNCT
cblr-3425	526	1	the	the	DET
cblr-3425	526	2	authors	author	NOUN
cblr-3425	526	3	provide	provide	VERB
cblr-3425	526	4	empirical	empirical	ADJ
cblr-3425	526	5	evidence	evidence	NOUN
cblr-3425	526	6	for	for	ADP
cblr-3425	526	7	this	this	DET
cblr-3425	526	8	model	model	NOUN
cblr-3425	526	9	of	of	ADP
cblr-3425	526	10	evolution	evolution	NOUN
cblr-3425	526	11	from	from	ADP
cblr-3425	526	12	new	new	PROPN
cblr-3425	526	13	york	york	PROPN
cblr-3425	526	14	and	and	CCONJ
cblr-3425	526	15	english	english	ADJ
cblr-3425	526	16	sovereign	sovereign	ADJ
cblr-3425	526	17	bond	bond	NOUN
cblr-3425	526	18	markets	market	NOUN
cblr-3425	526	19	.	.	PUNCT
cblr-3425	527	1	i	i	PRON
cblr-3425	527	2	d.	d.	PROPN
cblr-3425	527	3	at	at	ADP
cblr-3425	527	4	27	27	NUM
cblr-3425	527	5	,	,	PUNCT
cblr-3425	527	6	35	35	NUM
cblr-3425	527	7	;	;	PUNCT
cblr-3425	527	8	see	see	VERB
cblr-3425	527	9	also	also	ADV
cblr-3425	527	10	gulati	gulati	PROPN
cblr-3425	527	11	&	&	CCONJ
cblr-3425	527	12	scott	scott	PROPN
cblr-3425	527	13	,	,	PUNCT
cblr-3425	527	14	supra	supra	PROPN
cblr-3425	527	15	note	note	PROPN
cblr-3425	527	16	18	18	NUM
cblr-3425	527	17	,	,	PUNCT
cblr-3425	527	18	at	at	ADP
cblr-3425	527	19	2–3	2–3	NUM
cblr-3425	527	20	(	(	PUNCT
cblr-3425	527	21	discussing	discuss	VERB
cblr-3425	527	22	how	how	SCONJ
cblr-3425	527	23	a	a	DET
cblr-3425	527	24	boilerplate	boilerplate	ADJ
cblr-3425	527	25	“	"	PUNCT
cblr-3425	527	26	pari	pari	ADJ
cblr-3425	527	27	passu	passu	NOUN
cblr-3425	527	28	”	"	PUNCT
cblr-3425	527	29	clause	clause	NOUN
cblr-3425	527	30	used	use	VERB
cblr-3425	527	31	in	in	ADP
cblr-3425	527	32	cross	cross	ADJ
cblr-3425	527	33	-	-	ADJ
cblr-3425	527	34	border	border	ADJ
cblr-3425	527	35	sovereign	sovereign	ADJ
cblr-3425	527	36	bond	bond	NOUN
cblr-3425	527	37	contracts	contract	NOUN
cblr-3425	527	38	failed	fail	VERB
cblr-3425	527	39	to	to	PART
cblr-3425	527	40	be	be	AUX
cblr-3425	527	41	modified	modify	VERB
cblr-3425	527	42	or	or	CCONJ
cblr-3425	527	43	discontinued	discontinue	VERB
cblr-3425	527	44	even	even	ADV
cblr-3425	527	45	after	after	ADP
cblr-3425	527	46	an	an	DET
cblr-3425	527	47	adverse	adverse	ADJ
cblr-3425	527	48	judicial	judicial	ADJ
cblr-3425	527	49	interpretation	interpretation	NOUN
cblr-3425	527	50	)	)	PUNCT
cblr-3425	527	51	.	.	PUNCT
cblr-3425	528	1	173	173	NUM
cblr-3425	528	2	see	see	VERB
cblr-3425	528	3	supra	supra	PROPN
cblr-3425	528	4	note	note	PROPN
cblr-3425	528	5	17	17	NUM
cblr-3425	528	6	and	and	CCONJ
cblr-3425	528	7	accompanying	accompany	VERB
cblr-3425	528	8	text	text	NOUN
cblr-3425	528	9	.	.	PUNCT
cblr-3425	529	1	no	no	INTJ
cblr-3425	529	2	.	.	NOUN
cblr-3425	529	3	2:621	2:621	NUM
cblr-3425	529	4	]	]	X
cblr-3425	529	5	predictive	predictive	ADJ
cblr-3425	529	6	contracting	contract	VERB
cblr-3425	529	7	665	665	NUM
cblr-3425	529	8	heterogeneity	heterogeneity	NOUN
cblr-3425	529	9	in	in	ADP
cblr-3425	529	10	their	their	PRON
cblr-3425	529	11	design	design	NOUN
cblr-3425	529	12	.	.	PUNCT
cblr-3425	530	1	yet	yet	CCONJ
cblr-3425	530	2	this	this	PRON
cblr-3425	530	3	is	be	AUX
cblr-3425	530	4	typically	typically	ADV
cblr-3425	530	5	not	not	PART
cblr-3425	530	6	observed	observe	VERB
cblr-3425	530	7	.	.	PUNCT
cblr-3425	531	1	the	the	DET
cblr-3425	531	2	contracts	contract	NOUN
cblr-3425	531	3	literature	literature	NOUN
cblr-3425	531	4	has	have	AUX
cblr-3425	531	5	posited	posit	VERB
cblr-3425	531	6	numerous	numerous	ADJ
cblr-3425	531	7	explanations	explanation	NOUN
cblr-3425	531	8	for	for	ADP
cblr-3425	531	9	the	the	DET
cblr-3425	531	10	prevalence	prevalence	NOUN
cblr-3425	531	11	of	of	ADP
cblr-3425	531	12	standardized	standardized	ADJ
cblr-3425	531	13	terms	term	NOUN
cblr-3425	531	14	in	in	ADP
cblr-3425	531	15	commercial	commercial	ADJ
cblr-3425	531	16	contracts.174	contracts.174	PROPN
cblr-3425	531	17	from	from	ADP
cblr-3425	531	18	these	these	DET
cblr-3425	531	19	varied	varied	ADJ
cblr-3425	531	20	explanations	explanation	NOUN
cblr-3425	531	21	,	,	PUNCT
cblr-3425	531	22	two	two	NUM
cblr-3425	531	23	common	common	ADJ
cblr-3425	531	24	themes	theme	NOUN
cblr-3425	531	25	arise	arise	VERB
cblr-3425	531	26	.	.	PUNCT
cblr-3425	532	1	first	first	ADV
cblr-3425	532	2	,	,	PUNCT
cblr-3425	532	3	standardized	standardized	ADJ
cblr-3425	532	4	terms	term	NOUN
cblr-3425	532	5	are	be	AUX
cblr-3425	532	6	faster	fast	ADJ
cblr-3425	532	7	and	and	CCONJ
cblr-3425	532	8	cheaper	cheap	ADJ
cblr-3425	532	9	to	to	PART
cblr-3425	532	10	use	use	VERB
cblr-3425	532	11	than	than	ADP
cblr-3425	532	12	nonstandard	nonstandard	ADJ
cblr-3425	532	13	terms	term	NOUN
cblr-3425	532	14	and	and	CCONJ
cblr-3425	532	15	therefore	therefore	ADV
cblr-3425	532	16	standardization	standardization	NOUN
cblr-3425	532	17	reduces	reduce	VERB
cblr-3425	532	18	transaction	transaction	NOUN
cblr-3425	532	19	costs.175	costs.175	NOUN
cblr-3425	532	20	second	second	ADJ
cblr-3425	532	21	,	,	PUNCT
cblr-3425	532	22	174	174	NUM
cblr-3425	532	23	for	for	ADP
cblr-3425	532	24	a	a	DET
cblr-3425	532	25	good	good	ADJ
cblr-3425	532	26	overview	overview	NOUN
cblr-3425	532	27	of	of	ADP
cblr-3425	532	28	proposed	propose	VERB
cblr-3425	532	29	reasons	reason	NOUN
cblr-3425	532	30	for	for	ADP
cblr-3425	532	31	contract	contract	NOUN
cblr-3425	532	32	standardization	standardization	NOUN
cblr-3425	532	33	,	,	PUNCT
cblr-3425	532	34	see	see	VERB
cblr-3425	532	35	gulati	gulati	PROPN
cblr-3425	532	36	&	&	CCONJ
cblr-3425	532	37	scott	scott	PROPN
cblr-3425	532	38	,	,	PUNCT
cblr-3425	532	39	supra	supra	PROPN
cblr-3425	532	40	note	note	PROPN
cblr-3425	532	41	18	18	NUM
cblr-3425	532	42	,	,	PUNCT
cblr-3425	532	43	at	at	ADP
cblr-3425	532	44	34–43	34–43	NUM
cblr-3425	532	45	(	(	PUNCT
cblr-3425	532	46	discussing	discuss	VERB
cblr-3425	532	47	reasons	reason	NOUN
cblr-3425	532	48	including	include	VERB
cblr-3425	532	49	learning	learn	VERB
cblr-3425	532	50	externalities	externality	NOUN
cblr-3425	532	51	,	,	PUNCT
cblr-3425	532	52	network	network	NOUN
cblr-3425	532	53	externalities	externality	NOUN
cblr-3425	532	54	,	,	PUNCT
cblr-3425	532	55	negative	negative	ADJ
cblr-3425	532	56	signaling	signaling	ADJ
cblr-3425	532	57	,	,	PUNCT
cblr-3425	532	58	hindsight	hindsight	ADJ
cblr-3425	532	59	bias	bias	NOUN
cblr-3425	532	60	,	,	PUNCT
cblr-3425	532	61	satisficing	satisficing	NOUN
cblr-3425	532	62	,	,	PUNCT
cblr-3425	532	63	drafting	draft	VERB
cblr-3425	532	64	routinization	routinization	NOUN
cblr-3425	532	65	,	,	PUNCT
cblr-3425	532	66	herd	herd	NOUN
cblr-3425	532	67	behavior	behavior	NOUN
cblr-3425	532	68	,	,	PUNCT
cblr-3425	532	69	collective	collective	ADJ
cblr-3425	532	70	action	action	NOUN
cblr-3425	532	71	and	and	CCONJ
cblr-3425	532	72	free	free	ADJ
cblr-3425	532	73	riding	riding	NOUN
cblr-3425	532	74	,	,	PUNCT
cblr-3425	532	75	endowment	endowment	NOUN
cblr-3425	532	76	effects	effect	NOUN
cblr-3425	532	77	,	,	PUNCT
cblr-3425	532	78	and	and	CCONJ
cblr-3425	532	79	a	a	DET
cblr-3425	532	80	lack	lack	NOUN
cblr-3425	532	81	of	of	ADP
cblr-3425	532	82	understanding	understanding	NOUN
cblr-3425	532	83	of	of	ADP
cblr-3425	532	84	boilerplate	boilerplate	ADJ
cblr-3425	532	85	terms	term	NOUN
cblr-3425	532	86	)	)	PUNCT
cblr-3425	532	87	.	.	PUNCT
cblr-3425	533	1	for	for	ADP
cblr-3425	533	2	a	a	DET
cblr-3425	533	3	discussion	discussion	NOUN
cblr-3425	533	4	of	of	ADP
cblr-3425	533	5	learning	learning	NOUN
cblr-3425	533	6	and	and	CCONJ
cblr-3425	533	7	network	network	NOUN
cblr-3425	533	8	externalities	externality	NOUN
cblr-3425	533	9	,	,	PUNCT
cblr-3425	533	10	see	see	VERB
cblr-3425	533	11	choi	choi	NOUN
cblr-3425	533	12	&	&	CCONJ
cblr-3425	533	13	gulati	gulati	PROPN
cblr-3425	533	14	,	,	PUNCT
cblr-3425	533	15	supra	supra	PROPN
cblr-3425	533	16	note	note	PROPN
cblr-3425	533	17	17	17	NUM
cblr-3425	533	18	,	,	PUNCT
cblr-3425	533	19	at	at	ADP
cblr-3425	533	20	934–36	934–36	NUM
cblr-3425	533	21	(	(	PUNCT
cblr-3425	533	22	providing	provide	VERB
cblr-3425	533	23	empirical	empirical	ADJ
cblr-3425	533	24	evidence	evidence	NOUN
cblr-3425	533	25	of	of	ADP
cblr-3425	533	26	network	network	NOUN
cblr-3425	533	27	externalities	externality	NOUN
cblr-3425	533	28	in	in	ADP
cblr-3425	533	29	the	the	DET
cblr-3425	533	30	sovereign	sovereign	ADJ
cblr-3425	533	31	bond	bond	NOUN
cblr-3425	533	32	market	market	NOUN
cblr-3425	533	33	)	)	PUNCT
cblr-3425	533	34	;	;	PUNCT
cblr-3425	533	35	kahan	kahan	PROPN
cblr-3425	533	36	&	&	CCONJ
cblr-3425	533	37	klausner	klausner	PROPN
cblr-3425	533	38	,	,	PUNCT
cblr-3425	533	39	supra	supra	PROPN
cblr-3425	533	40	note	note	PROPN
cblr-3425	533	41	15	15	NUM
cblr-3425	533	42	,	,	PUNCT
cblr-3425	533	43	at	at	ADP
cblr-3425	533	44	718–27	718–27	NUM
cblr-3425	533	45	,	,	PUNCT
cblr-3425	533	46	742–60	742–60	PROPN
cblr-3425	533	47	(	(	PUNCT
cblr-3425	533	48	describing	describe	VERB
cblr-3425	533	49	the	the	DET
cblr-3425	533	50	effects	effect	NOUN
cblr-3425	533	51	of	of	ADP
cblr-3425	533	52	learning	learning	NOUN
cblr-3425	533	53	and	and	CCONJ
cblr-3425	533	54	network	network	NOUN
cblr-3425	533	55	externalities	externality	NOUN
cblr-3425	533	56	and	and	CCONJ
cblr-3425	533	57	providing	provide	VERB
cblr-3425	533	58	empirical	empirical	ADJ
cblr-3425	533	59	evidence	evidence	NOUN
cblr-3425	533	60	from	from	ADP
cblr-3425	533	61	bond	bond	NOUN
cblr-3425	533	62	covenants	covenant	NOUN
cblr-3425	533	63	)	)	PUNCT
cblr-3425	533	64	.	.	PUNCT
cblr-3425	534	1	for	for	ADP
cblr-3425	534	2	a	a	DET
cblr-3425	534	3	discussion	discussion	NOUN
cblr-3425	534	4	of	of	ADP
cblr-3425	534	5	cognitive	cognitive	ADJ
cblr-3425	534	6	biases	bias	NOUN
cblr-3425	534	7	,	,	PUNCT
cblr-3425	534	8	see	see	VERB
cblr-3425	534	9	kahan	kahan	PROPN
cblr-3425	534	10	&	&	CCONJ
cblr-3425	534	11	klausner	klausner	PROPN
cblr-3425	534	12	,	,	PUNCT
cblr-3425	534	13	supra	supra	PROPN
cblr-3425	534	14	note	note	PROPN
cblr-3425	534	15	17	17	NUM
cblr-3425	534	16	,	,	PUNCT
cblr-3425	534	17	at	at	ADP
cblr-3425	534	18	359–64	359–64	PROPN
cblr-3425	534	19	(	(	PUNCT
cblr-3425	534	20	discussing	discuss	VERB
cblr-3425	534	21	status	status	NOUN
cblr-3425	534	22	quo	quo	NOUN
cblr-3425	534	23	bias	bias	NOUN
cblr-3425	534	24	,	,	PUNCT
cblr-3425	534	25	anchoring	anchoring	NOUN
cblr-3425	534	26	bias	bias	NOUN
cblr-3425	534	27	,	,	PUNCT
cblr-3425	534	28	and	and	CCONJ
cblr-3425	534	29	conformity	conformity	NOUN
cblr-3425	534	30	bias	bias	NOUN
cblr-3425	534	31	)	)	PUNCT
cblr-3425	534	32	;	;	PUNCT
cblr-3425	534	33	korobkin	korobkin	PROPN
cblr-3425	534	34	,	,	PUNCT
cblr-3425	534	35	supra	supra	PROPN
cblr-3425	534	36	note	note	PROPN
cblr-3425	534	37	18	18	NUM
cblr-3425	534	38	,	,	PUNCT
cblr-3425	534	39	at	at	ADP
cblr-3425	534	40	1586–87	1586–87	NOUN
cblr-3425	534	41	(	(	PUNCT
cblr-3425	534	42	describing	describe	VERB
cblr-3425	534	43	how	how	SCONJ
cblr-3425	534	44	status	status	NOUN
cblr-3425	534	45	quo	quo	NOUN
cblr-3425	534	46	and	and	CCONJ
cblr-3425	534	47	endowment	endowment	NOUN
cblr-3425	534	48	bias	bias	NOUN
cblr-3425	534	49	lead	lead	VERB
cblr-3425	534	50	to	to	ADP
cblr-3425	534	51	a	a	DET
cblr-3425	534	52	higher	high	ADJ
cblr-3425	534	53	prevalence	prevalence	NOUN
cblr-3425	534	54	of	of	ADP
cblr-3425	534	55	standardized	standardized	ADJ
cblr-3425	534	56	terms	term	NOUN
cblr-3425	534	57	)	)	PUNCT
cblr-3425	534	58	.	.	PUNCT
cblr-3425	535	1	for	for	ADP
cblr-3425	535	2	a	a	DET
cblr-3425	535	3	discussion	discussion	NOUN
cblr-3425	535	4	of	of	ADP
cblr-3425	535	5	herd	herd	NOUN
cblr-3425	535	6	behavior	behavior	NOUN
cblr-3425	535	7	,	,	PUNCT
cblr-3425	535	8	see	see	VERB
cblr-3425	535	9	gulati	gulati	PROPN
cblr-3425	535	10	&	&	CCONJ
cblr-3425	535	11	scott	scott	PROPN
cblr-3425	535	12	,	,	PUNCT
cblr-3425	535	13	supra	supra	PROPN
cblr-3425	535	14	note	note	PROPN
cblr-3425	535	15	18	18	NUM
cblr-3425	535	16	,	,	PUNCT
cblr-3425	535	17	at	at	ADP
cblr-3425	535	18	149	149	NUM
cblr-3425	535	19	;	;	PUNCT
cblr-3425	535	20	kahan	kahan	PROPN
cblr-3425	535	21	&	&	CCONJ
cblr-3425	535	22	klausner	klausner	PROPN
cblr-3425	535	23	,	,	PUNCT
cblr-3425	535	24	supra	supra	PROPN
cblr-3425	535	25	note	note	PROPN
cblr-3425	535	26	17	17	NUM
cblr-3425	535	27	,	,	PUNCT
cblr-3425	535	28	at	at	ADP
cblr-3425	535	29	356–58	356–58	NUM
cblr-3425	535	30	(	(	PUNCT
cblr-3425	535	31	noting	note	VERB
cblr-3425	535	32	that	that	SCONJ
cblr-3425	535	33	contract	contract	NOUN
cblr-3425	535	34	drafters	drafter	NOUN
cblr-3425	535	35	are	be	AUX
cblr-3425	535	36	incentivized	incentivize	VERB
cblr-3425	535	37	to	to	PART
cblr-3425	535	38	use	use	VERB
cblr-3425	535	39	standardized	standardize	VERB
cblr-3425	535	40	,	,	PUNCT
cblr-3425	535	41	widelyused	widelyuse	VERB
cblr-3425	535	42	terms	term	NOUN
cblr-3425	535	43	because	because	SCONJ
cblr-3425	535	44	if	if	SCONJ
cblr-3425	535	45	these	these	DET
cblr-3425	535	46	terms	term	NOUN
cblr-3425	535	47	fail	fail	VERB
cblr-3425	535	48	,	,	PUNCT
cblr-3425	535	49	then	then	ADV
cblr-3425	535	50	the	the	DET
cblr-3425	535	51	drafters	drafter	NOUN
cblr-3425	535	52	are	be	AUX
cblr-3425	535	53	failing	fail	VERB
cblr-3425	535	54	as	as	ADP
cblr-3425	535	55	a	a	DET
cblr-3425	535	56	group	group	NOUN
cblr-3425	535	57	rather	rather	ADV
cblr-3425	535	58	than	than	ADP
cblr-3425	535	59	individually	individually	ADV
cblr-3425	535	60	)	)	PUNCT
cblr-3425	535	61	.	.	PUNCT
cblr-3425	536	1	for	for	ADP
cblr-3425	536	2	a	a	DET
cblr-3425	536	3	discussion	discussion	NOUN
cblr-3425	536	4	of	of	ADP
cblr-3425	536	5	agency	agency	NOUN
cblr-3425	536	6	costs	cost	NOUN
cblr-3425	536	7	,	,	PUNCT
cblr-3425	536	8	see	see	VERB
cblr-3425	536	9	gulati	gulati	PROPN
cblr-3425	536	10	&	&	CCONJ
cblr-3425	536	11	scott	scott	PROPN
cblr-3425	536	12	,	,	PUNCT
cblr-3425	536	13	supra	supra	PROPN
cblr-3425	536	14	note	note	PROPN
cblr-3425	536	15	18	18	NUM
cblr-3425	536	16	,	,	PUNCT
cblr-3425	536	17	at	at	ADP
cblr-3425	536	18	6	6	NUM
cblr-3425	536	19	(	(	PUNCT
cblr-3425	536	20	arguing	argue	VERB
cblr-3425	536	21	that	that	SCONJ
cblr-3425	536	22	inefficient	inefficient	ADJ
cblr-3425	536	23	standardization	standardization	NOUN
cblr-3425	536	24	in	in	ADP
cblr-3425	536	25	the	the	DET
cblr-3425	536	26	sovereign	sovereign	ADJ
cblr-3425	536	27	bond	bond	NOUN
cblr-3425	536	28	market	market	NOUN
cblr-3425	536	29	arose	arise	VERB
cblr-3425	536	30	because	because	SCONJ
cblr-3425	536	31	contract	contract	NOUN
cblr-3425	536	32	drafters	drafter	NOUN
cblr-3425	536	33	were	be	AUX
cblr-3425	536	34	incentivized	incentivize	VERB
cblr-3425	536	35	to	to	PART
cblr-3425	536	36	promote	promote	VERB
cblr-3425	536	37	volume	volume	NOUN
cblr-3425	536	38	-	-	PUNCT
cblr-3425	536	39	based	base	VERB
cblr-3425	536	40	,	,	PUNCT
cblr-3425	536	41	“	"	PUNCT
cblr-3425	536	42	cookie	cookie	NOUN
cblr-3425	536	43	-	-	PUNCT
cblr-3425	536	44	cutter	cutter	NOUN
cblr-3425	536	45	”	"	PUNCT
cblr-3425	536	46	transactions	transaction	NOUN
cblr-3425	536	47	)	)	PUNCT
cblr-3425	536	48	;	;	PUNCT
cblr-3425	536	49	hill	hill	NOUN
cblr-3425	536	50	,	,	PUNCT
cblr-3425	536	51	supra	supra	PROPN
cblr-3425	536	52	note	note	PROPN
cblr-3425	536	53	18	18	NUM
cblr-3425	536	54	,	,	PUNCT
cblr-3425	536	55	at	at	ADP
cblr-3425	536	56	77–78	77–78	NUM
cblr-3425	536	57	(	(	PUNCT
cblr-3425	536	58	discussing	discuss	VERB
cblr-3425	536	59	how	how	SCONJ
cblr-3425	536	60	law	law	NOUN
cblr-3425	536	61	firms	firm	NOUN
cblr-3425	536	62	frequently	frequently	ADV
cblr-3425	536	63	lack	lack	VERB
cblr-3425	536	64	an	an	DET
cblr-3425	536	65	incentive	incentive	NOUN
cblr-3425	536	66	to	to	PART
cblr-3425	536	67	produce	produce	VERB
cblr-3425	536	68	a	a	DET
cblr-3425	536	69	better	well	ADJ
cblr-3425	536	70	form	form	NOUN
cblr-3425	536	71	)	)	PUNCT
cblr-3425	536	72	;	;	PUNCT
cblr-3425	536	73	kahan	kahan	PROPN
cblr-3425	536	74	&	&	CCONJ
cblr-3425	536	75	klausner	klausner	PROPN
cblr-3425	536	76	,	,	PUNCT
cblr-3425	536	77	supra	supra	PROPN
cblr-3425	536	78	note	note	PROPN
cblr-3425	536	79	17	17	NUM
cblr-3425	536	80	,	,	PUNCT
cblr-3425	536	81	at	at	ADP
cblr-3425	536	82	353–55	353–55	NUM
cblr-3425	536	83	;	;	PUNCT
cblr-3425	536	84	richman	richman	NOUN
cblr-3425	536	85	,	,	PUNCT
cblr-3425	536	86	supra	supra	PROPN
cblr-3425	536	87	note	note	PROPN
cblr-3425	536	88	18	18	NUM
cblr-3425	536	89	,	,	PUNCT
cblr-3425	536	90	at	at	ADP
cblr-3425	536	91	79–82	79–82	PROPN
cblr-3425	536	92	(	(	PUNCT
cblr-3425	536	93	identifying	identify	VERB
cblr-3425	536	94	that	that	SCONJ
cblr-3425	536	95	contract	contract	NOUN
cblr-3425	536	96	drafters	drafter	NOUN
cblr-3425	536	97	are	be	AUX
cblr-3425	536	98	incentivized	incentivize	VERB
cblr-3425	536	99	to	to	PART
cblr-3425	536	100	use	use	VERB
cblr-3425	536	101	standardized	standardized	ADJ
cblr-3425	536	102	terms	term	NOUN
cblr-3425	536	103	that	that	PRON
cblr-3425	536	104	have	have	AUX
cblr-3425	536	105	previously	previously	ADV
cblr-3425	536	106	been	be	AUX
cblr-3425	536	107	used	use	VERB
cblr-3425	536	108	and	and	CCONJ
cblr-3425	536	109	that	that	SCONJ
cblr-3425	536	110	law	law	NOUN
cblr-3425	536	111	firms	firm	NOUN
cblr-3425	536	112	are	be	AUX
cblr-3425	536	113	incentivized	incentivize	VERB
cblr-3425	536	114	to	to	PART
cblr-3425	536	115	develop	develop	VERB
cblr-3425	536	116	routines	routine	NOUN
cblr-3425	536	117	for	for	ADP
cblr-3425	536	118	the	the	DET
cblr-3425	536	119	mass	mass	ADJ
cblr-3425	536	120	production	production	NOUN
cblr-3425	536	121	of	of	ADP
cblr-3425	536	122	homogenous	homogenous	ADJ
cblr-3425	536	123	contracts	contract	NOUN
cblr-3425	536	124	)	)	PUNCT
cblr-3425	536	125	.	.	PUNCT
cblr-3425	537	1	175	175	NUM
cblr-3425	537	2	see	see	VERB
cblr-3425	537	3	goetz	goetz	PROPN
cblr-3425	537	4	&	&	CCONJ
cblr-3425	537	5	scott	scott	PROPN
cblr-3425	537	6	,	,	PUNCT
cblr-3425	537	7	supra	supra	PROPN
cblr-3425	537	8	note	note	PROPN
cblr-3425	537	9	15	15	NUM
cblr-3425	537	10	,	,	PUNCT
cblr-3425	537	11	at	at	ADP
cblr-3425	537	12	262–64	262–64	PROPN
cblr-3425	537	13	,	,	PUNCT
cblr-3425	537	14	290	290	NUM
cblr-3425	537	15	(	(	PUNCT
cblr-3425	537	16	describing	describe	VERB
cblr-3425	537	17	how	how	SCONJ
cblr-3425	537	18	implied	imply	VERB
cblr-3425	537	19	contract	contract	NOUN
cblr-3425	537	20	terms	term	NOUN
cblr-3425	537	21	reduce	reduce	VERB
cblr-3425	537	22	transaction	transaction	NOUN
cblr-3425	537	23	costs	cost	NOUN
cblr-3425	537	24	by	by	ADP
cblr-3425	537	25	providing	provide	VERB
cblr-3425	537	26	contracting	contract	VERB
cblr-3425	537	27	parties	party	NOUN
cblr-3425	537	28	with	with	ADP
cblr-3425	537	29	standardized	standardized	ADJ
cblr-3425	537	30	“	"	PUNCT
cblr-3425	537	31	preformulations	preformulation	NOUN
cblr-3425	537	32	”	"	PUNCT
cblr-3425	537	33	)	)	PUNCT
cblr-3425	537	34	;	;	PUNCT
cblr-3425	537	35	klausner	klausner	PROPN
cblr-3425	537	36	,	,	PUNCT
cblr-3425	537	37	supra	supra	PROPN
cblr-3425	537	38	note	note	PROPN
cblr-3425	537	39	15	15	NUM
cblr-3425	537	40	,	,	PUNCT
cblr-3425	537	41	at	at	ADP
cblr-3425	537	42	782–84	782–84	NOUN
cblr-3425	537	43	(	(	PUNCT
cblr-3425	537	44	discussing	discuss	VERB
cblr-3425	537	45	how	how	SCONJ
cblr-3425	537	46	it	it	PRON
cblr-3425	537	47	is	be	AUX
cblr-3425	537	48	cheaper	cheap	ADJ
cblr-3425	537	49	and	and	CCONJ
cblr-3425	537	50	faster	fast	ADV
cblr-3425	537	51	for	for	SCONJ
cblr-3425	537	52	contract	contract	NOUN
cblr-3425	537	53	drafters	drafter	NOUN
cblr-3425	537	54	to	to	PART
cblr-3425	537	55	use	use	VERB
cblr-3425	537	56	standardized	standardized	ADJ
cblr-3425	537	57	terms	term	NOUN
cblr-3425	537	58	)	)	PUNCT
cblr-3425	537	59	;	;	PUNCT
cblr-3425	538	1	triantis	triantis	PROPN
cblr-3425	538	2	,	,	PUNCT
cblr-3425	538	3	supra	supra	PROPN
cblr-3425	538	4	note	note	PROPN
cblr-3425	538	5	21	21	NUM
cblr-3425	538	6	,	,	PUNCT
cblr-3425	538	7	at	at	ADP
cblr-3425	538	8	186–87	186–87	PROPN
cblr-3425	538	9	(	(	PUNCT
cblr-3425	538	10	noting	note	VERB
cblr-3425	538	11	that	that	SCONJ
cblr-3425	538	12	standardized	standardized	ADJ
cblr-3425	538	13	terms	term	NOUN
cblr-3425	538	14	reduce	reduce	VERB
cblr-3425	538	15	costs	cost	NOUN
cblr-3425	538	16	associated	associate	VERB
cblr-3425	538	17	with	with	ADP
cblr-3425	538	18	contract	contract	NOUN
cblr-3425	538	19	drafting	draft	VERB
cblr-3425	538	20	primarily	primarily	ADV
cblr-3425	538	21	because	because	SCONJ
cblr-3425	538	22	they	they	PRON
cblr-3425	538	23	can	can	AUX
cblr-3425	538	24	easily	easily	ADV
cblr-3425	538	25	be	be	AUX
cblr-3425	538	26	redeployed	redeploy	VERB
cblr-3425	538	27	)	)	PUNCT
cblr-3425	538	28	.	.	PUNCT
cblr-3425	539	1	666	666	NUM
cblr-3425	539	2	columbia	columbia	PROPN
cblr-3425	539	3	business	business	NOUN
cblr-3425	539	4	law	law	PROPN
cblr-3425	539	5	review	review	NOUN
cblr-3425	539	6	[	[	X
cblr-3425	539	7	vol	vol	NOUN
cblr-3425	539	8	.	.	PUNCT
cblr-3425	539	9	2019	2019	NUM
cblr-3425	539	10	standardized	standardized	ADJ
cblr-3425	539	11	terms	term	NOUN
cblr-3425	539	12	are	be	AUX
cblr-3425	539	13	more	more	ADV
cblr-3425	539	14	familiar	familiar	ADJ
cblr-3425	539	15	to	to	ADP
cblr-3425	539	16	the	the	DET
cblr-3425	539	17	contracting	contracting	NOUN
cblr-3425	539	18	parties	party	NOUN
cblr-3425	539	19	,	,	PUNCT
cblr-3425	539	20	lawyers	lawyer	NOUN
cblr-3425	539	21	,	,	PUNCT
cblr-3425	539	22	third	third	ADJ
cblr-3425	539	23	parties	party	NOUN
cblr-3425	539	24	,	,	PUNCT
cblr-3425	539	25	and	and	CCONJ
cblr-3425	539	26	courts	court	NOUN
cblr-3425	539	27	and	and	CCONJ
cblr-3425	539	28	are	be	AUX
cblr-3425	539	29	therefore	therefore	ADV
cblr-3425	539	30	more	more	ADV
cblr-3425	539	31	predictable	predictable	ADJ
cblr-3425	539	32	than	than	ADP
cblr-3425	539	33	nonstandard	nonstandard	ADJ
cblr-3425	539	34	terms.176	terms.176	NOUN
cblr-3425	539	35	despite	despite	SCONJ
cblr-3425	539	36	these	these	DET
cblr-3425	539	37	apparent	apparent	ADJ
cblr-3425	539	38	benefits	benefit	NOUN
cblr-3425	539	39	,	,	PUNCT
cblr-3425	539	40	contracts	contract	NOUN
cblr-3425	539	41	can	can	AUX
cblr-3425	539	42	be	be	AUX
cblr-3425	539	43	inefficiently	inefficiently	ADV
cblr-3425	539	44	over	over	ADV
cblr-3425	539	45	-	-	PUNCT
cblr-3425	539	46	standardized	standardize	VERB
cblr-3425	539	47	.	.	PUNCT
cblr-3425	540	1	for	for	ADP
cblr-3425	540	2	example	example	NOUN
cblr-3425	540	3	,	,	PUNCT
cblr-3425	540	4	assume	assume	VERB
cblr-3425	540	5	that	that	SCONJ
cblr-3425	540	6	a	a	DET
cblr-3425	540	7	company	company	NOUN
cblr-3425	540	8	can	can	AUX
cblr-3425	540	9	choose	choose	VERB
cblr-3425	540	10	between	between	ADP
cblr-3425	540	11	multiple	multiple	ADJ
cblr-3425	540	12	different	different	ADJ
cblr-3425	540	13	available	available	ADJ
cblr-3425	540	14	versions	version	NOUN
cblr-3425	540	15	of	of	ADP
cblr-3425	540	16	a	a	DET
cblr-3425	540	17	particular	particular	ADJ
cblr-3425	540	18	contract	contract	NOUN
cblr-3425	540	19	term	term	NOUN
cblr-3425	540	20	(	(	PUNCT
cblr-3425	540	21	versions	version	NOUN
cblr-3425	540	22	a	a	DET
cblr-3425	540	23	,	,	PUNCT
cblr-3425	540	24	b	b	NOUN
cblr-3425	540	25	,	,	PUNCT
cblr-3425	540	26	c	c	NOUN
cblr-3425	540	27	,	,	PUNCT
cblr-3425	540	28	etc	etc	X
cblr-3425	540	29	.	.	X
cblr-3425	540	30	)	)	PUNCT
cblr-3425	540	31	.	.	PUNCT
cblr-3425	541	1	over	over	ADP
cblr-3425	541	2	time	time	NOUN
cblr-3425	541	3	,	,	PUNCT
cblr-3425	541	4	the	the	DET
cblr-3425	541	5	company	company	NOUN
cblr-3425	541	6	has	have	AUX
cblr-3425	541	7	settled	settle	VERB
cblr-3425	541	8	on	on	ADP
cblr-3425	541	9	version	version	NOUN
cblr-3425	541	10	a	a	PRON
cblr-3425	541	11	as	as	ADP
cblr-3425	541	12	the	the	DET
cblr-3425	541	13	standard	standard	ADJ
cblr-3425	541	14	version	version	NOUN
cblr-3425	541	15	of	of	ADP
cblr-3425	541	16	the	the	DET
cblr-3425	541	17	term	term	NOUN
cblr-3425	541	18	.	.	PUNCT
cblr-3425	542	1	version	version	NOUN
cblr-3425	542	2	a	a	PRON
cblr-3425	542	3	is	be	AUX
cblr-3425	542	4	cheap	cheap	ADJ
cblr-3425	542	5	and	and	CCONJ
cblr-3425	542	6	reliable	reliable	ADJ
cblr-3425	542	7	.	.	PUNCT
cblr-3425	543	1	assume	assume	VERB
cblr-3425	543	2	that	that	SCONJ
cblr-3425	543	3	the	the	DET
cblr-3425	543	4	cost	cost	NOUN
cblr-3425	543	5	to	to	PART
cblr-3425	543	6	include	include	VERB
cblr-3425	543	7	version	version	NOUN
cblr-3425	543	8	a	a	PRON
cblr-3425	543	9	in	in	ADP
cblr-3425	543	10	the	the	DET
cblr-3425	543	11	contract	contract	NOUN
cblr-3425	543	12	is	be	AUX
cblr-3425	543	13	effectively	effectively	ADV
cblr-3425	543	14	zero	zero	NUM
cblr-3425	543	15	and	and	CCONJ
cblr-3425	543	16	the	the	DET
cblr-3425	543	17	joint	joint	ADJ
cblr-3425	543	18	value	value	NOUN
cblr-3425	543	19	generated	generate	VERB
cblr-3425	543	20	by	by	ADP
cblr-3425	543	21	version	version	NOUN
cblr-3425	543	22	a	a	PRON
cblr-3425	543	23	in	in	ADP
cblr-3425	543	24	any	any	DET
cblr-3425	543	25	contracting	contracting	NOUN
cblr-3425	543	26	scenario	scenario	NOUN
cblr-3425	543	27	is	be	AUX
cblr-3425	543	28	$	$	SYM
cblr-3425	543	29	10	10	NUM
cblr-3425	543	30	.	.	PUNCT
cblr-3425	544	1	in	in	ADP
cblr-3425	544	2	certain	certain	ADJ
cblr-3425	544	3	contracting	contracting	NOUN
cblr-3425	544	4	scenarios	scenario	NOUN
cblr-3425	544	5	,	,	PUNCT
cblr-3425	544	6	however	however	ADV
cblr-3425	544	7	,	,	PUNCT
cblr-3425	544	8	other	other	ADJ
cblr-3425	544	9	versions	version	NOUN
cblr-3425	544	10	of	of	ADP
cblr-3425	544	11	the	the	DET
cblr-3425	544	12	term	term	NOUN
cblr-3425	544	13	,	,	PUNCT
cblr-3425	544	14	while	while	SCONJ
cblr-3425	544	15	costlier	costly	ADJ
cblr-3425	544	16	to	to	PART
cblr-3425	544	17	include	include	VERB
cblr-3425	544	18	,	,	PUNCT
cblr-3425	544	19	generate	generate	VERB
cblr-3425	544	20	a	a	DET
cblr-3425	544	21	net	net	ADJ
cblr-3425	544	22	joint	joint	ADJ
cblr-3425	544	23	value	value	NOUN
cblr-3425	544	24	of	of	ADP
cblr-3425	544	25	greater	great	ADJ
cblr-3425	544	26	than	than	ADP
cblr-3425	544	27	$	$	SYM
cblr-3425	544	28	10	10	NUM
cblr-3425	544	29	.	.	PUNCT
cblr-3425	545	1	for	for	ADP
cblr-3425	545	2	example	example	NOUN
cblr-3425	545	3	,	,	PUNCT
cblr-3425	545	4	in	in	ADP
cblr-3425	545	5	certain	certain	ADJ
cblr-3425	545	6	scenarios	scenario	NOUN
cblr-3425	545	7	,	,	PUNCT
cblr-3425	545	8	version	version	NOUN
cblr-3425	545	9	b	b	PROPN
cblr-3425	545	10	,	,	PUNCT
cblr-3425	545	11	which	which	PRON
cblr-3425	545	12	costs	cost	VERB
cblr-3425	545	13	$	$	SYM
cblr-3425	545	14	10	10	NUM
cblr-3425	545	15	to	to	PART
cblr-3425	545	16	include	include	VERB
cblr-3425	545	17	,	,	PUNCT
cblr-3425	545	18	generates	generate	VERB
cblr-3425	545	19	a	a	DET
cblr-3425	545	20	joint	joint	ADJ
cblr-3425	545	21	value	value	NOUN
cblr-3425	545	22	of	of	ADP
cblr-3425	545	23	$	$	SYM
cblr-3425	545	24	30	30	NUM
cblr-3425	545	25	for	for	ADP
cblr-3425	545	26	a	a	DET
cblr-3425	545	27	net	net	ADJ
cblr-3425	545	28	joint	joint	ADJ
cblr-3425	545	29	value	value	NOUN
cblr-3425	545	30	of	of	ADP
cblr-3425	545	31	$	$	SYM
cblr-3425	545	32	20	20	NUM
cblr-3425	545	33	,	,	PUNCT
cblr-3425	545	34	greater	great	ADJ
cblr-3425	545	35	than	than	ADP
cblr-3425	545	36	the	the	DET
cblr-3425	545	37	joint	joint	ADJ
cblr-3425	545	38	value	value	NOUN
cblr-3425	545	39	generated	generate	VERB
cblr-3425	545	40	by	by	ADP
cblr-3425	545	41	version	version	NOUN
cblr-3425	545	42	a.	a.	NOUN
cblr-3425	545	43	as	as	ADP
cblr-3425	545	44	a	a	DET
cblr-3425	545	45	result	result	NOUN
cblr-3425	545	46	,	,	PUNCT
cblr-3425	545	47	the	the	DET
cblr-3425	545	48	standardized	standardized	ADJ
cblr-3425	545	49	practice	practice	NOUN
cblr-3425	545	50	of	of	ADP
cblr-3425	545	51	always	always	ADV
cblr-3425	545	52	using	use	VERB
cblr-3425	545	53	version	version	NOUN
cblr-3425	545	54	a	a	DET
cblr-3425	545	55	leads	lead	NOUN
cblr-3425	545	56	to	to	ADP
cblr-3425	545	57	a	a	DET
cblr-3425	545	58	loss	loss	NOUN
cblr-3425	545	59	of	of	ADP
cblr-3425	545	60	total	total	ADJ
cblr-3425	545	61	joint	joint	ADJ
cblr-3425	545	62	value	value	NOUN
cblr-3425	545	63	across	across	ADP
cblr-3425	545	64	all	all	DET
cblr-3425	545	65	contracting	contract	VERB
cblr-3425	545	66	scenarios	scenario	NOUN
cblr-3425	545	67	.	.	PUNCT
cblr-3425	546	1	predictive	predictive	ADJ
cblr-3425	546	2	contracting	contracting	NOUN
cblr-3425	546	3	can	can	AUX
cblr-3425	546	4	lead	lead	VERB
cblr-3425	546	5	to	to	ADP
cblr-3425	546	6	a	a	DET
cblr-3425	546	7	more	more	ADV
cblr-3425	546	8	efficient	efficient	ADJ
cblr-3425	546	9	mix	mix	NOUN
cblr-3425	546	10	of	of	ADP
cblr-3425	546	11	standardization	standardization	NOUN
cblr-3425	546	12	and	and	CCONJ
cblr-3425	546	13	customization	customization	NOUN
cblr-3425	546	14	in	in	ADP
cblr-3425	546	15	three	three	NUM
cblr-3425	546	16	ways	way	NOUN
cblr-3425	546	17	.	.	PUNCT
cblr-3425	547	1	first	first	ADJ
cblr-3425	547	2	,	,	PUNCT
cblr-3425	547	3	predictive	predictive	ADJ
cblr-3425	547	4	contracting	contracting	NOUN
cblr-3425	547	5	can	can	AUX
cblr-3425	547	6	reduce	reduce	VERB
cblr-3425	547	7	the	the	DET
cblr-3425	547	8	cost	cost	NOUN
cblr-3425	547	9	and	and	CCONJ
cblr-3425	547	10	time	time	NOUN
cblr-3425	547	11	associated	associate	VERB
cblr-3425	547	12	with	with	ADP
cblr-3425	547	13	drafting	draft	VERB
cblr-3425	547	14	and	and	CCONJ
cblr-3425	547	15	incorporating	incorporate	VERB
cblr-3425	547	16	nonstandard	nonstandard	ADJ
cblr-3425	547	17	terms	term	NOUN
cblr-3425	547	18	.	.	PUNCT
cblr-3425	548	1	a	a	DET
cblr-3425	548	2	predictive	predictive	ADJ
cblr-3425	548	3	contracting	contracting	NOUN
cblr-3425	548	4	system	system	NOUN
cblr-3425	548	5	can	can	AUX
cblr-3425	548	6	supply	supply	VERB
cblr-3425	548	7	contract	contract	NOUN
cblr-3425	548	8	drafters	drafter	NOUN
cblr-3425	548	9	with	with	ADP
cblr-3425	548	10	a	a	DET
cblr-3425	548	11	library	library	NOUN
cblr-3425	548	12	of	of	ADP
cblr-3425	548	13	available	available	ADJ
cblr-3425	548	14	contract	contract	NOUN
cblr-3425	548	15	terms	term	NOUN
cblr-3425	548	16	.	.	PUNCT
cblr-3425	549	1	instead	instead	ADV
cblr-3425	549	2	of	of	ADP
cblr-3425	549	3	having	have	VERB
cblr-3425	549	4	to	to	PART
cblr-3425	549	5	craft	craft	VERB
cblr-3425	549	6	bespoke	bespoke	ADJ
cblr-3425	549	7	contract	contract	NOUN
cblr-3425	549	8	terms	term	NOUN
cblr-3425	549	9	from	from	ADP
cblr-3425	549	10	scratch	scratch	NOUN
cblr-3425	549	11	(	(	PUNCT
cblr-3425	549	12	a	a	DET
cblr-3425	549	13	costly	costly	ADJ
cblr-3425	549	14	and	and	CCONJ
cblr-3425	549	15	time	time	NOUN
cblr-3425	550	1	176	176	NUM
cblr-3425	550	2	see	see	NOUN
cblr-3425	550	3	boardman	boardman	PROPN
cblr-3425	550	4	,	,	PUNCT
cblr-3425	550	5	supra	supra	PROPN
cblr-3425	550	6	note	note	PROPN
cblr-3425	550	7	15	15	NUM
cblr-3425	550	8	,	,	PUNCT
cblr-3425	550	9	at	at	ADP
cblr-3425	550	10	1107	1107	NUM
cblr-3425	550	11	(	(	PUNCT
cblr-3425	550	12	proposing	propose	VERB
cblr-3425	550	13	that	that	SCONJ
cblr-3425	550	14	contract	contract	NOUN
cblr-3425	550	15	drafters	drafter	NOUN
cblr-3425	550	16	may	may	AUX
cblr-3425	550	17	be	be	AUX
cblr-3425	550	18	willing	willing	ADJ
cblr-3425	550	19	to	to	PART
cblr-3425	550	20	accept	accept	VERB
cblr-3425	550	21	a	a	DET
cblr-3425	550	22	standardized	standardized	ADJ
cblr-3425	550	23	term	term	NOUN
cblr-3425	550	24	that	that	PRON
cblr-3425	550	25	has	have	VERB
cblr-3425	550	26	an	an	DET
cblr-3425	550	27	inefficient	inefficient	ADJ
cblr-3425	550	28	judicial	judicial	ADJ
cblr-3425	550	29	interpretation	interpretation	NOUN
cblr-3425	550	30	as	as	ADV
cblr-3425	550	31	long	long	ADV
cblr-3425	550	32	as	as	SCONJ
cblr-3425	550	33	that	that	DET
cblr-3425	550	34	interpretation	interpretation	NOUN
cblr-3425	550	35	is	be	AUX
cblr-3425	550	36	fixed	fix	VERB
cblr-3425	550	37	and	and	CCONJ
cblr-3425	550	38	therefore	therefore	ADV
cblr-3425	550	39	produces	produce	VERB
cblr-3425	550	40	little	little	ADJ
cblr-3425	550	41	to	to	ADP
cblr-3425	550	42	no	no	DET
cblr-3425	550	43	uncertainty	uncertainty	NOUN
cblr-3425	550	44	)	)	PUNCT
cblr-3425	550	45	;	;	PUNCT
cblr-3425	550	46	choi	choi	NOUN
cblr-3425	550	47	&	&	CCONJ
cblr-3425	550	48	gulati	gulati	PROPN
cblr-3425	550	49	,	,	PUNCT
cblr-3425	550	50	supra	supra	PROPN
cblr-3425	550	51	note	note	PROPN
cblr-3425	550	52	17	17	NUM
cblr-3425	550	53	,	,	PUNCT
cblr-3425	550	54	at	at	ADP
cblr-3425	550	55	931	931	NUM
cblr-3425	550	56	(	(	PUNCT
cblr-3425	550	57	highlighting	highlight	VERB
cblr-3425	550	58	that	that	SCONJ
cblr-3425	550	59	standardized	standardized	ADJ
cblr-3425	550	60	terms	term	NOUN
cblr-3425	550	61	reduce	reduce	VERB
cblr-3425	550	62	uncertainty	uncertainty	NOUN
cblr-3425	550	63	)	)	PUNCT
cblr-3425	550	64	;	;	PUNCT
cblr-3425	550	65	goetz	goetz	PROPN
cblr-3425	550	66	&	&	CCONJ
cblr-3425	550	67	scott	scott	PROPN
cblr-3425	550	68	,	,	PUNCT
cblr-3425	550	69	supra	supra	PROPN
cblr-3425	550	70	note	note	PROPN
cblr-3425	550	71	15	15	NUM
cblr-3425	550	72	,	,	PUNCT
cblr-3425	550	73	at	at	ADP
cblr-3425	550	74	263–64	263–64	PROPN
cblr-3425	550	75	(	(	PUNCT
cblr-3425	550	76	noting	note	VERB
cblr-3425	550	77	that	that	SCONJ
cblr-3425	550	78	courts	court	NOUN
cblr-3425	550	79	have	have	VERB
cblr-3425	550	80	a	a	DET
cblr-3425	550	81	preference	preference	NOUN
cblr-3425	550	82	for	for	ADP
cblr-3425	550	83	standardized	standardized	ADJ
cblr-3425	550	84	implied	imply	VERB
cblr-3425	550	85	terms	term	NOUN
cblr-3425	550	86	and	and	CCONJ
cblr-3425	550	87	often	often	ADV
cblr-3425	550	88	disapprove	disapprove	VERB
cblr-3425	550	89	of	of	ADP
cblr-3425	550	90	attempts	attempt	NOUN
cblr-3425	550	91	to	to	PART
cblr-3425	550	92	modify	modify	VERB
cblr-3425	550	93	these	these	DET
cblr-3425	550	94	terms	term	NOUN
cblr-3425	550	95	with	with	ADP
cblr-3425	550	96	nonstandard	nonstandard	ADJ
cblr-3425	550	97	express	express	ADJ
cblr-3425	550	98	terms	term	NOUN
cblr-3425	550	99	)	)	PUNCT
cblr-3425	550	100	;	;	PUNCT
cblr-3425	550	101	kahan	kahan	PROPN
cblr-3425	550	102	&	&	CCONJ
cblr-3425	550	103	klausner	klausner	PROPN
cblr-3425	550	104	,	,	PUNCT
cblr-3425	550	105	supra	supra	PROPN
cblr-3425	550	106	note	note	PROPN
cblr-3425	550	107	17	17	NUM
cblr-3425	550	108	,	,	PUNCT
cblr-3425	550	109	at	at	ADP
cblr-3425	550	110	353–55	353–55	PROPN
cblr-3425	550	111	(	(	PUNCT
cblr-3425	550	112	describing	describe	VERB
cblr-3425	550	113	how	how	SCONJ
cblr-3425	550	114	contract	contract	NOUN
cblr-3425	550	115	drafters	drafter	NOUN
cblr-3425	550	116	—	—	PUNCT
cblr-3425	550	117	who	who	PRON
cblr-3425	550	118	are	be	AUX
cblr-3425	550	119	often	often	ADV
cblr-3425	550	120	lawyers	lawyer	NOUN
cblr-3425	550	121	—	—	PUNCT
cblr-3425	550	122	are	be	AUX
cblr-3425	550	123	typically	typically	ADV
cblr-3425	550	124	more	more	ADJ
cblr-3425	550	125	risk	risk	NOUN
cblr-3425	550	126	averse	averse	ADJ
cblr-3425	550	127	than	than	ADP
cblr-3425	550	128	parties	party	NOUN
cblr-3425	550	129	and	and	CCONJ
cblr-3425	550	130	therefore	therefore	ADV
cblr-3425	550	131	are	be	AUX
cblr-3425	550	132	more	more	ADV
cblr-3425	550	133	likely	likely	ADJ
cblr-3425	550	134	to	to	PART
cblr-3425	550	135	use	use	VERB
cblr-3425	550	136	standardized	standardized	ADJ
cblr-3425	550	137	terms	term	NOUN
cblr-3425	550	138	than	than	SCONJ
cblr-3425	550	139	would	would	AUX
cblr-3425	550	140	otherwise	otherwise	ADV
cblr-3425	550	141	be	be	AUX
cblr-3425	550	142	efficient	efficient	ADJ
cblr-3425	550	143	due	due	ADP
cblr-3425	550	144	to	to	ADP
cblr-3425	550	145	the	the	DET
cblr-3425	550	146	low	low	ADJ
cblr-3425	550	147	uncertainty	uncertainty	NOUN
cblr-3425	550	148	of	of	ADP
cblr-3425	550	149	these	these	DET
cblr-3425	550	150	terms	term	NOUN
cblr-3425	550	151	)	)	PUNCT
cblr-3425	550	152	;	;	PUNCT
cblr-3425	550	153	klausner	klausner	PROPN
cblr-3425	550	154	,	,	PUNCT
cblr-3425	550	155	supra	supra	PROPN
cblr-3425	550	156	note	note	PROPN
cblr-3425	550	157	15	15	NUM
cblr-3425	550	158	,	,	PUNCT
cblr-3425	550	159	at	at	ADP
cblr-3425	550	160	776–79	776–79	PROPN
cblr-3425	550	161	(	(	PUNCT
cblr-3425	550	162	discussing	discuss	VERB
cblr-3425	550	163	the	the	DET
cblr-3425	550	164	judicial	judicial	ADJ
cblr-3425	550	165	interpretative	interpretative	ADJ
cblr-3425	550	166	benefits	benefit	NOUN
cblr-3425	550	167	of	of	ADP
cblr-3425	550	168	using	use	VERB
cblr-3425	550	169	standardized	standardized	ADJ
cblr-3425	550	170	terms	term	NOUN
cblr-3425	550	171	)	)	PUNCT
cblr-3425	550	172	.	.	PUNCT
cblr-3425	551	1	no	no	INTJ
cblr-3425	551	2	.	.	NOUN
cblr-3425	551	3	2:621	2:621	NUM
cblr-3425	551	4	]	]	X
cblr-3425	551	5	predictive	predictive	ADJ
cblr-3425	551	6	contracting	contract	VERB
cblr-3425	551	7	667	667	NUM
cblr-3425	551	8	consuming	consume	VERB
cblr-3425	551	9	process	process	NOUN
cblr-3425	551	10	)	)	PUNCT
cblr-3425	552	1	,	,	PUNCT
cblr-3425	552	2	contract	contract	NOUN
cblr-3425	552	3	drafters	drafter	NOUN
cblr-3425	552	4	can	can	AUX
cblr-3425	552	5	select	select	VERB
cblr-3425	552	6	from	from	ADP
cblr-3425	552	7	different	different	ADJ
cblr-3425	552	8	versions	version	NOUN
cblr-3425	552	9	of	of	ADP
cblr-3425	552	10	terms	term	NOUN
cblr-3425	552	11	available	available	ADJ
cblr-3425	552	12	in	in	ADP
cblr-3425	552	13	the	the	DET
cblr-3425	552	14	predictive	predictive	ADJ
cblr-3425	552	15	contracting	contracting	NOUN
cblr-3425	552	16	system	system	NOUN
cblr-3425	552	17	and	and	CCONJ
cblr-3425	552	18	customize	customize	VERB
cblr-3425	552	19	them	they	PRON
cblr-3425	552	20	as	as	ADP
cblr-3425	552	21	necessary	necessary	ADJ
cblr-3425	552	22	.	.	PUNCT
cblr-3425	553	1	for	for	ADP
cblr-3425	553	2	example	example	NOUN
cblr-3425	553	3	,	,	PUNCT
cblr-3425	553	4	sirion	sirion	PROPN
cblr-3425	553	5	labs	lab	NOUN
cblr-3425	553	6	provides	provide	VERB
cblr-3425	553	7	contract	contract	NOUN
cblr-3425	553	8	drafters	drafter	NOUN
cblr-3425	553	9	with	with	ADP
cblr-3425	553	10	a	a	DET
cblr-3425	553	11	contract	contract	NOUN
cblr-3425	553	12	creation	creation	NOUN
cblr-3425	553	13	tool	tool	NOUN
cblr-3425	553	14	that	that	PRON
cblr-3425	553	15	uses	use	VERB
cblr-3425	553	16	historical	historical	ADJ
cblr-3425	553	17	contract	contract	NOUN
cblr-3425	553	18	data.177	data.177	PROPN
cblr-3425	553	19	the	the	DET
cblr-3425	553	20	tool	tool	NOUN
cblr-3425	553	21	contains	contain	VERB
cblr-3425	553	22	a	a	DET
cblr-3425	553	23	searchable	searchable	ADJ
cblr-3425	553	24	,	,	PUNCT
cblr-3425	553	25	filterable	filterable	ADJ
cblr-3425	553	26	library	library	NOUN
cblr-3425	553	27	of	of	ADP
cblr-3425	553	28	all	all	PRON
cblr-3425	553	29	of	of	ADP
cblr-3425	553	30	the	the	DET
cblr-3425	553	31	user	user	NOUN
cblr-3425	553	32	’s	’s	PART
cblr-3425	553	33	past	past	ADJ
cblr-3425	553	34	contract	contract	NOUN
cblr-3425	553	35	terms.178	terms.178	ADV
cblr-3425	553	36	for	for	ADP
cblr-3425	553	37	a	a	DET
cblr-3425	553	38	given	give	VERB
cblr-3425	553	39	term	term	NOUN
cblr-3425	553	40	,	,	PUNCT
cblr-3425	553	41	the	the	DET
cblr-3425	553	42	tool	tool	NOUN
cblr-3425	553	43	displays	display	VERB
cblr-3425	553	44	different	different	ADJ
cblr-3425	553	45	versions	version	NOUN
cblr-3425	553	46	of	of	ADP
cblr-3425	553	47	that	that	DET
cblr-3425	553	48	term	term	NOUN
cblr-3425	553	49	that	that	PRON
cblr-3425	553	50	the	the	DET
cblr-3425	553	51	user	user	NOUN
cblr-3425	553	52	has	have	AUX
cblr-3425	553	53	used	use	VERB
cblr-3425	553	54	before.179	before.179	VERB
cblr-3425	553	55	a	a	DET
cblr-3425	553	56	contract	contract	NOUN
cblr-3425	553	57	drafter	drafter	NOUN
cblr-3425	553	58	can	can	AUX
cblr-3425	553	59	build	build	VERB
cblr-3425	553	60	a	a	DET
cblr-3425	553	61	draft	draft	NOUN
cblr-3425	553	62	of	of	ADP
cblr-3425	553	63	a	a	DET
cblr-3425	553	64	contract	contract	NOUN
cblr-3425	553	65	by	by	ADP
cblr-3425	553	66	dragging	drag	VERB
cblr-3425	553	67	and	and	CCONJ
cblr-3425	553	68	dropping	drop	VERB
cblr-3425	553	69	terms	term	NOUN
cblr-3425	553	70	from	from	ADP
cblr-3425	553	71	the	the	DET
cblr-3425	553	72	term	term	NOUN
cblr-3425	553	73	library	library	NOUN
cblr-3425	553	74	into	into	ADP
cblr-3425	553	75	the	the	DET
cblr-3425	553	76	draft	draft	NOUN
cblr-3425	553	77	,	,	PUNCT
cblr-3425	553	78	modifying	modify	VERB
cblr-3425	553	79	them	they	PRON
cblr-3425	553	80	as	as	ADV
cblr-3425	553	81	necessary	necessary	ADJ
cblr-3425	553	82	and	and	CCONJ
cblr-3425	553	83	supplying	supply	VERB
cblr-3425	553	84	condition	condition	NOUN
cblr-3425	553	85	data	datum	NOUN
cblr-3425	553	86	such	such	ADJ
cblr-3425	553	87	as	as	ADP
cblr-3425	553	88	party	party	NOUN
cblr-3425	553	89	identities	identity	NOUN
cblr-3425	553	90	and	and	CCONJ
cblr-3425	553	91	dates.180	dates.180	NOUN
cblr-3425	553	92	second	second	ADJ
cblr-3425	553	93	,	,	PUNCT
cblr-3425	553	94	predictive	predictive	ADJ
cblr-3425	553	95	contracting	contracting	NOUN
cblr-3425	553	96	can	can	AUX
cblr-3425	553	97	make	make	VERB
cblr-3425	553	98	nonstandard	nonstandard	ADJ
cblr-3425	553	99	terms	term	NOUN
cblr-3425	553	100	more	more	ADV
cblr-3425	553	101	predictable	predictable	ADJ
cblr-3425	553	102	,	,	PUNCT
cblr-3425	553	103	thereby	thereby	ADV
cblr-3425	553	104	reducing	reduce	VERB
cblr-3425	553	105	the	the	DET
cblr-3425	553	106	uncertainty	uncertainty	NOUN
cblr-3425	553	107	associated	associate	VERB
cblr-3425	553	108	with	with	ADP
cblr-3425	553	109	these	these	DET
cblr-3425	553	110	terms	term	NOUN
cblr-3425	553	111	.	.	PUNCT
cblr-3425	554	1	a	a	DET
cblr-3425	554	2	predictive	predictive	ADJ
cblr-3425	554	3	contracting	contracting	NOUN
cblr-3425	554	4	system	system	NOUN
cblr-3425	554	5	can	can	AUX
cblr-3425	554	6	supply	supply	VERB
cblr-3425	554	7	contract	contract	NOUN
cblr-3425	554	8	drafters	drafter	NOUN
cblr-3425	554	9	with	with	ADP
cblr-3425	554	10	information	information	NOUN
cblr-3425	554	11	on	on	ADP
cblr-3425	554	12	the	the	DET
cblr-3425	554	13	statistical	statistical	ADJ
cblr-3425	554	14	connections	connection	NOUN
cblr-3425	554	15	between	between	ADP
cblr-3425	554	16	contract	contract	NOUN
cblr-3425	554	17	terms	term	NOUN
cblr-3425	554	18	and	and	CCONJ
cblr-3425	554	19	outcomes	outcome	NOUN
cblr-3425	554	20	,	,	PUNCT
cblr-3425	554	21	including	include	VERB
cblr-3425	554	22	the	the	DET
cblr-3425	554	23	likelihood	likelihood	NOUN
cblr-3425	554	24	of	of	ADP
cblr-3425	554	25	litigation	litigation	NOUN
cblr-3425	554	26	and	and	CCONJ
cblr-3425	554	27	potential	potential	ADJ
cblr-3425	554	28	adverse	adverse	ADJ
cblr-3425	554	29	judicial	judicial	ADJ
cblr-3425	554	30	interpretation	interpretation	NOUN
cblr-3425	554	31	.	.	PUNCT
cblr-3425	555	1	equipped	equip	VERB
cblr-3425	555	2	with	with	ADP
cblr-3425	555	3	this	this	DET
cblr-3425	555	4	information	information	NOUN
cblr-3425	555	5	,	,	PUNCT
cblr-3425	555	6	contract	contract	NOUN
cblr-3425	555	7	drafters	drafter	NOUN
cblr-3425	555	8	can	can	AUX
cblr-3425	555	9	make	make	VERB
cblr-3425	555	10	better	well	ADV
cblr-3425	555	11	-	-	PUNCT
cblr-3425	555	12	informed	inform	VERB
cblr-3425	555	13	decisions	decision	NOUN
cblr-3425	555	14	about	about	ADP
cblr-3425	555	15	the	the	DET
cblr-3425	555	16	inclusion	inclusion	NOUN
cblr-3425	555	17	of	of	ADP
cblr-3425	555	18	nonstandard	nonstandard	ADJ
cblr-3425	555	19	terms.181	terms.181	PROPN
cblr-3425	555	20	third	third	ADJ
cblr-3425	555	21	,	,	PUNCT
cblr-3425	555	22	predictive	predictive	ADJ
cblr-3425	555	23	contracting	contracting	NOUN
cblr-3425	555	24	can	can	AUX
cblr-3425	555	25	facilitate	facilitate	VERB
cblr-3425	555	26	the	the	DET
cblr-3425	555	27	use	use	NOUN
cblr-3425	555	28	of	of	ADP
cblr-3425	555	29	highly	highly	ADV
cblr-3425	555	30	-	-	PUNCT
cblr-3425	555	31	tailored	tailor	VERB
cblr-3425	555	32	,	,	PUNCT
cblr-3425	555	33	context	context	NOUN
cblr-3425	555	34	-	-	PUNCT
cblr-3425	555	35	specific	specific	ADJ
cblr-3425	555	36	contract	contract	NOUN
cblr-3425	555	37	terms	term	NOUN
cblr-3425	555	38	.	.	PUNCT
cblr-3425	556	1	a	a	DET
cblr-3425	556	2	predictive	predictive	ADJ
cblr-3425	556	3	contracting	contracting	NOUN
cblr-3425	556	4	model	model	NOUN
cblr-3425	556	5	can	can	AUX
cblr-3425	556	6	take	take	VERB
cblr-3425	556	7	into	into	ADP
cblr-3425	556	8	account	account	NOUN
cblr-3425	556	9	exogenous	exogenous	ADJ
cblr-3425	556	10	conditions	condition	NOUN
cblr-3425	556	11	,	,	PUNCT
cblr-3425	556	12	such	such	ADJ
cblr-3425	556	13	as	as	ADP
cblr-3425	556	14	party	party	NOUN
cblr-3425	556	15	and	and	CCONJ
cblr-3425	556	16	transaction	transaction	NOUN
cblr-3425	556	17	characteristics	characteristic	NOUN
cblr-3425	556	18	,	,	PUNCT
cblr-3425	556	19	and	and	CCONJ
cblr-3425	556	20	provide	provide	VERB
cblr-3425	556	21	the	the	DET
cblr-3425	556	22	contract	contract	NOUN
cblr-3425	556	23	drafter	drafter	NOUN
cblr-3425	556	24	with	with	ADP
cblr-3425	556	25	insights	insight	NOUN
cblr-3425	556	26	into	into	ADP
cblr-3425	556	27	how	how	SCONJ
cblr-3425	556	28	these	these	DET
cblr-3425	556	29	external	external	ADJ
cblr-3425	556	30	factors	factor	NOUN
cblr-3425	556	31	177	177	NUM
cblr-3425	556	32	telephone	telephone	NOUN
cblr-3425	556	33	interview	interview	NOUN
cblr-3425	556	34	with	with	ADP
cblr-3425	556	35	sirion	sirion	PROPN
cblr-3425	556	36	labs	labs	PROPN
cblr-3425	556	37	representative	representative	NOUN
cblr-3425	556	38	,	,	PUNCT
cblr-3425	556	39	supra	supra	PROPN
cblr-3425	556	40	note	note	NOUN
cblr-3425	556	41	96	96	NUM
cblr-3425	556	42	.	.	NOUN
cblr-3425	556	43	178	178	NUM
cblr-3425	557	1	i	i	PRON
cblr-3425	557	2	d.	d.	NOUN
cblr-3425	557	3	for	for	ADP
cblr-3425	557	4	example	example	NOUN
cblr-3425	557	5	,	,	PUNCT
cblr-3425	557	6	a	a	DET
cblr-3425	557	7	user	user	NOUN
cblr-3425	557	8	can	can	AUX
cblr-3425	557	9	filter	filter	VERB
cblr-3425	557	10	the	the	DET
cblr-3425	557	11	term	term	NOUN
cblr-3425	557	12	library	library	NOUN
cblr-3425	557	13	based	base	VERB
cblr-3425	557	14	on	on	ADP
cblr-3425	557	15	characteristics	characteristic	NOUN
cblr-3425	557	16	such	such	ADJ
cblr-3425	557	17	as	as	ADP
cblr-3425	557	18	the	the	DET
cblr-3425	557	19	type	type	NOUN
cblr-3425	557	20	of	of	ADP
cblr-3425	557	21	contract	contract	NOUN
cblr-3425	557	22	,	,	PUNCT
cblr-3425	557	23	the	the	DET
cblr-3425	557	24	name	name	NOUN
cblr-3425	557	25	of	of	ADP
cblr-3425	557	26	the	the	DET
cblr-3425	557	27	counterparty	counterparty	NOUN
cblr-3425	557	28	,	,	PUNCT
cblr-3425	557	29	the	the	DET
cblr-3425	557	30	counterparty	counterparty	NOUN
cblr-3425	557	31	’s	’s	PART
cblr-3425	557	32	industry	industry	NOUN
cblr-3425	557	33	,	,	PUNCT
cblr-3425	557	34	and	and	CCONJ
cblr-3425	557	35	the	the	DET
cblr-3425	557	36	jurisdiction	jurisdiction	NOUN
cblr-3425	557	37	of	of	ADP
cblr-3425	557	38	the	the	DET
cblr-3425	557	39	contract	contract	NOUN
cblr-3425	557	40	.	.	PUNCT
cblr-3425	558	1	i	i	PRON
cblr-3425	558	2	d.	d.	PROPN
cblr-3425	558	3	179	179	NUM
cblr-3425	559	1	i	i	PRON
cblr-3425	559	2	d.	d.	PROPN
cblr-3425	559	3	contract	contract	NOUN
cblr-3425	559	4	drafters	drafter	NOUN
cblr-3425	559	5	can	can	AUX
cblr-3425	559	6	label	label	VERB
cblr-3425	559	7	these	these	DET
cblr-3425	559	8	terms	term	NOUN
cblr-3425	559	9	for	for	ADP
cblr-3425	559	10	negotiation	negotiation	NOUN
cblr-3425	559	11	purposes	purpose	NOUN
cblr-3425	559	12	as	as	ADP
cblr-3425	559	13	either	either	CCONJ
cblr-3425	559	14	“	"	PUNCT
cblr-3425	559	15	preferred	preferred	ADJ
cblr-3425	559	16	,	,	PUNCT
cblr-3425	559	17	”	"	PUNCT
cblr-3425	559	18	“	"	PUNCT
cblr-3425	559	19	fall	fall	NOUN
cblr-3425	559	20	-	-	PUNCT
cblr-3425	559	21	back	back	NOUN
cblr-3425	559	22	,	,	PUNCT
cblr-3425	559	23	”	"	PUNCT
cblr-3425	559	24	or	or	CCONJ
cblr-3425	559	25	“	"	PUNCT
cblr-3425	559	26	walk	walk	VERB
cblr-3425	559	27	-	-	PUNCT
cblr-3425	559	28	away	away	ADV
cblr-3425	559	29	.	.	PUNCT
cblr-3425	559	30	”	"	PUNCT
cblr-3425	560	1	i	i	PRON
cblr-3425	560	2	d.	d.	PROPN
cblr-3425	560	3	180	180	NUM
cblr-3425	561	1	i	i	PROPN
cblr-3425	561	2	d.	d.	PROPN
cblr-3425	561	3	181	181	NUM
cblr-3425	561	4	this	this	PRON
cblr-3425	561	5	requires	require	VERB
cblr-3425	561	6	the	the	DET
cblr-3425	561	7	predictive	predictive	ADJ
cblr-3425	561	8	contracting	contracting	NOUN
cblr-3425	561	9	system	system	NOUN
cblr-3425	561	10	to	to	PART
cblr-3425	561	11	have	have	AUX
cblr-3425	561	12	been	be	AUX
cblr-3425	561	13	trained	train	VERB
cblr-3425	561	14	on	on	ADP
cblr-3425	561	15	contracts	contract	NOUN
cblr-3425	561	16	containing	contain	VERB
cblr-3425	561	17	nonstandard	nonstandard	ADJ
cblr-3425	561	18	terms	term	NOUN
cblr-3425	561	19	.	.	PUNCT
cblr-3425	562	1	for	for	ADP
cblr-3425	562	2	some	some	DET
cblr-3425	562	3	nonstandard	nonstandard	ADJ
cblr-3425	562	4	terms	term	NOUN
cblr-3425	562	5	,	,	PUNCT
cblr-3425	562	6	it	it	PRON
cblr-3425	562	7	may	may	AUX
cblr-3425	562	8	be	be	AUX
cblr-3425	562	9	the	the	DET
cblr-3425	562	10	case	case	NOUN
cblr-3425	562	11	that	that	SCONJ
cblr-3425	562	12	they	they	PRON
cblr-3425	562	13	have	have	AUX
cblr-3425	562	14	been	be	AUX
cblr-3425	562	15	used	use	VERB
cblr-3425	562	16	so	so	ADV
cblr-3425	562	17	infrequently	infrequently	ADV
cblr-3425	562	18	that	that	SCONJ
cblr-3425	562	19	there	there	PRON
cblr-3425	562	20	are	be	VERB
cblr-3425	562	21	insufficient	insufficient	ADJ
cblr-3425	562	22	data	datum	NOUN
cblr-3425	562	23	to	to	PART
cblr-3425	562	24	train	train	VERB
cblr-3425	562	25	the	the	DET
cblr-3425	562	26	model	model	NOUN
cblr-3425	562	27	.	.	PUNCT
cblr-3425	563	1	from	from	ADP
cblr-3425	563	2	a	a	DET
cblr-3425	563	3	prediction	prediction	NOUN
cblr-3425	563	4	perspective	perspective	NOUN
cblr-3425	563	5	,	,	PUNCT
cblr-3425	563	6	nonstandard	nonstandard	ADJ
cblr-3425	563	7	terms	term	NOUN
cblr-3425	563	8	such	such	ADJ
cblr-3425	563	9	as	as	ADP
cblr-3425	563	10	these	these	PRON
cblr-3425	563	11	are	be	AUX
cblr-3425	563	12	similar	similar	ADJ
cblr-3425	563	13	to	to	ADP
cblr-3425	563	14	novel	novel	ADJ
cblr-3425	563	15	terms	term	NOUN
cblr-3425	563	16	that	that	PRON
cblr-3425	563	17	have	have	AUX
cblr-3425	563	18	never	never	ADV
cblr-3425	563	19	been	be	AUX
cblr-3425	563	20	used	use	VERB
cblr-3425	563	21	.	.	PUNCT
cblr-3425	564	1	for	for	ADP
cblr-3425	564	2	a	a	DET
cblr-3425	564	3	discussion	discussion	NOUN
cblr-3425	564	4	of	of	ADP
cblr-3425	564	5	how	how	SCONJ
cblr-3425	564	6	predictive	predictive	ADJ
cblr-3425	564	7	contracting	contracting	NOUN
cblr-3425	564	8	can	can	AUX
cblr-3425	564	9	assist	assist	VERB
cblr-3425	564	10	with	with	ADP
cblr-3425	564	11	the	the	DET
cblr-3425	564	12	generation	generation	NOUN
cblr-3425	564	13	of	of	ADP
cblr-3425	564	14	novel	novel	ADJ
cblr-3425	564	15	terms	term	NOUN
cblr-3425	564	16	,	,	PUNCT
cblr-3425	564	17	see	see	VERB
cblr-3425	564	18	infra	infra	NOUN
cblr-3425	564	19	section	section	NOUN
cblr-3425	564	20	iii.a.2	iii.a.2	PROPN
cblr-3425	564	21	.	.	PUNCT
cblr-3425	565	1	668	668	NUM
cblr-3425	565	2	columbia	columbia	PROPN
cblr-3425	565	3	business	business	NOUN
cblr-3425	565	4	law	law	PROPN
cblr-3425	565	5	review	review	NOUN
cblr-3425	565	6	[	[	X
cblr-3425	565	7	vol	vol	NOUN
cblr-3425	565	8	.	.	PUNCT
cblr-3425	565	9	2019	2019	NUM
cblr-3425	565	10	affect	affect	VERB
cblr-3425	565	11	the	the	DET
cblr-3425	565	12	connections	connection	NOUN
cblr-3425	565	13	between	between	ADP
cblr-3425	565	14	terms	term	NOUN
cblr-3425	565	15	and	and	CCONJ
cblr-3425	565	16	outcomes	outcome	NOUN
cblr-3425	565	17	.	.	PUNCT
cblr-3425	566	1	contract	contract	NOUN
cblr-3425	566	2	drafters	drafter	NOUN
cblr-3425	566	3	can	can	AUX
cblr-3425	566	4	use	use	VERB
cblr-3425	566	5	this	this	DET
cblr-3425	566	6	information	information	NOUN
cblr-3425	566	7	to	to	PART
cblr-3425	566	8	select	select	VERB
cblr-3425	566	9	the	the	DET
cblr-3425	566	10	best	good	ADJ
cblr-3425	566	11	set	set	NOUN
cblr-3425	566	12	of	of	ADP
cblr-3425	566	13	terms	term	NOUN
cblr-3425	566	14	given	give	VERB
cblr-3425	566	15	the	the	DET
cblr-3425	566	16	exogenous	exogenous	ADJ
cblr-3425	566	17	conditions	condition	NOUN
cblr-3425	566	18	present	present	ADJ
cblr-3425	566	19	in	in	ADP
cblr-3425	566	20	the	the	DET
cblr-3425	566	21	contracting	contracting	NOUN
cblr-3425	566	22	scenario	scenario	NOUN
cblr-3425	566	23	.	.	PUNCT
cblr-3425	567	1	returning	return	VERB
cblr-3425	567	2	to	to	ADP
cblr-3425	567	3	the	the	DET
cblr-3425	567	4	hypothetical	hypothetical	ADJ
cblr-3425	567	5	example	example	NOUN
cblr-3425	567	6	discussed	discuss	VERB
cblr-3425	567	7	above	above	ADV
cblr-3425	567	8	,	,	PUNCT
cblr-3425	567	9	a	a	DET
cblr-3425	567	10	predictive	predictive	ADJ
cblr-3425	567	11	contracting	contracting	NOUN
cblr-3425	567	12	system	system	NOUN
cblr-3425	567	13	could	could	AUX
cblr-3425	567	14	enable	enable	VERB
cblr-3425	567	15	the	the	DET
cblr-3425	567	16	company	company	NOUN
cblr-3425	567	17	to	to	PART
cblr-3425	567	18	identify	identify	VERB
cblr-3425	567	19	the	the	DET
cblr-3425	567	20	contracting	contracting	NOUN
cblr-3425	567	21	scenarios	scenario	NOUN
cblr-3425	567	22	in	in	ADP
cblr-3425	567	23	which	which	PRON
cblr-3425	567	24	alternative	alternative	ADJ
cblr-3425	567	25	versions	version	NOUN
cblr-3425	567	26	of	of	ADP
cblr-3425	567	27	the	the	DET
cblr-3425	567	28	term	term	NOUN
cblr-3425	567	29	in	in	ADP
cblr-3425	567	30	question	question	NOUN
cblr-3425	567	31	generate	generate	VERB
cblr-3425	567	32	greater	great	ADJ
cblr-3425	567	33	joint	joint	ADJ
cblr-3425	567	34	value	value	NOUN
cblr-3425	567	35	than	than	ADP
cblr-3425	567	36	version	version	NOUN
cblr-3425	567	37	a.	a.	NOUN
cblr-3425	567	38	as	as	ADP
cblr-3425	567	39	a	a	DET
cblr-3425	567	40	result	result	NOUN
cblr-3425	567	41	,	,	PUNCT
cblr-3425	567	42	the	the	DET
cblr-3425	567	43	company	company	NOUN
cblr-3425	567	44	would	would	AUX
cblr-3425	567	45	be	be	AUX
cblr-3425	567	46	able	able	ADJ
cblr-3425	567	47	to	to	PART
cblr-3425	567	48	select	select	VERB
cblr-3425	567	49	the	the	DET
cblr-3425	567	50	value	value	NOUN
cblr-3425	567	51	-	-	PUNCT
cblr-3425	567	52	maximizing	maximize	VERB
cblr-3425	567	53	version	version	NOUN
cblr-3425	567	54	of	of	ADP
cblr-3425	567	55	the	the	DET
cblr-3425	567	56	term	term	NOUN
cblr-3425	567	57	in	in	ADP
cblr-3425	567	58	each	each	DET
cblr-3425	567	59	contracting	contracting	NOUN
cblr-3425	567	60	scenario	scenario	NOUN
cblr-3425	567	61	.	.	PUNCT
cblr-3425	568	1	in	in	ADP
cblr-3425	568	2	addition	addition	NOUN
cblr-3425	568	3	,	,	PUNCT
cblr-3425	568	4	an	an	DET
cblr-3425	568	5	easily	easily	ADV
cblr-3425	568	6	-	-	PUNCT
cblr-3425	568	7	accessible	accessible	ADJ
cblr-3425	568	8	library	library	NOUN
cblr-3425	568	9	of	of	ADP
cblr-3425	568	10	terms	term	NOUN
cblr-3425	568	11	containing	contain	VERB
cblr-3425	568	12	examples	example	NOUN
cblr-3425	568	13	of	of	ADP
cblr-3425	568	14	alternative	alternative	ADJ
cblr-3425	568	15	versions	version	NOUN
cblr-3425	568	16	would	would	AUX
cblr-3425	568	17	likely	likely	ADV
cblr-3425	568	18	reduce	reduce	VERB
cblr-3425	568	19	the	the	DET
cblr-3425	568	20	cost	cost	NOUN
cblr-3425	568	21	associated	associate	VERB
cblr-3425	568	22	with	with	ADP
cblr-3425	568	23	using	use	VERB
cblr-3425	568	24	these	these	DET
cblr-3425	568	25	alternative	alternative	ADJ
cblr-3425	568	26	versions	version	NOUN
cblr-3425	568	27	.	.	PUNCT
cblr-3425	569	1	as	as	SCONJ
cblr-3425	569	2	this	this	DET
cblr-3425	569	3	example	example	NOUN
cblr-3425	569	4	demonstrates	demonstrate	VERB
cblr-3425	569	5	,	,	PUNCT
cblr-3425	569	6	predictive	predictive	ADJ
cblr-3425	569	7	contracting	contracting	NOUN
cblr-3425	569	8	can	can	AUX
cblr-3425	569	9	lead	lead	VERB
cblr-3425	569	10	to	to	ADP
cblr-3425	569	11	a	a	DET
cblr-3425	569	12	more	more	ADV
cblr-3425	569	13	efficient	efficient	ADJ
cblr-3425	569	14	selection	selection	NOUN
cblr-3425	569	15	of	of	ADP
cblr-3425	569	16	contract	contract	NOUN
cblr-3425	569	17	terms	term	NOUN
cblr-3425	569	18	given	give	VERB
cblr-3425	569	19	a	a	DET
cblr-3425	569	20	set	set	NOUN
cblr-3425	569	21	of	of	ADP
cblr-3425	569	22	exogenous	exogenous	ADJ
cblr-3425	569	23	conditions	condition	NOUN
cblr-3425	569	24	.	.	PUNCT
cblr-3425	570	1	2	2	X
cblr-3425	570	2	.	.	X
cblr-3425	570	3	innovation	innovation	NOUN
cblr-3425	570	4	closely	closely	ADV
cblr-3425	570	5	related	relate	VERB
cblr-3425	570	6	to	to	ADP
cblr-3425	570	7	the	the	DET
cblr-3425	570	8	issue	issue	NOUN
cblr-3425	570	9	of	of	ADP
cblr-3425	570	10	standardization	standardization	NOUN
cblr-3425	570	11	versus	versus	ADP
cblr-3425	570	12	customization	customization	NOUN
cblr-3425	570	13	is	be	AUX
cblr-3425	570	14	the	the	DET
cblr-3425	570	15	issue	issue	NOUN
cblr-3425	570	16	of	of	ADP
cblr-3425	570	17	contract	contract	NOUN
cblr-3425	570	18	innovation	innovation	NOUN
cblr-3425	570	19	.	.	PUNCT
cblr-3425	571	1	whereas	whereas	SCONJ
cblr-3425	571	2	customization	customization	NOUN
cblr-3425	571	3	is	be	AUX
cblr-3425	571	4	concerned	concern	VERB
cblr-3425	571	5	with	with	ADP
cblr-3425	571	6	the	the	DET
cblr-3425	571	7	selection	selection	NOUN
cblr-3425	571	8	of	of	ADP
cblr-3425	571	9	efficient	efficient	ADJ
cblr-3425	571	10	contract	contract	NOUN
cblr-3425	571	11	terms	term	NOUN
cblr-3425	571	12	from	from	ADP
cblr-3425	571	13	a	a	DET
cblr-3425	571	14	set	set	NOUN
cblr-3425	571	15	of	of	ADP
cblr-3425	571	16	available	available	ADJ
cblr-3425	571	17	terms	term	NOUN
cblr-3425	571	18	and	and	CCONJ
cblr-3425	571	19	the	the	DET
cblr-3425	571	20	tailoring	tailoring	NOUN
cblr-3425	571	21	of	of	ADP
cblr-3425	571	22	those	those	DET
cblr-3425	571	23	terms	term	NOUN
cblr-3425	571	24	to	to	ADP
cblr-3425	571	25	specific	specific	ADJ
cblr-3425	571	26	contracting	contracting	NOUN
cblr-3425	571	27	scenarios	scenario	NOUN
cblr-3425	571	28	,	,	PUNCT
cblr-3425	571	29	innovation	innovation	NOUN
cblr-3425	571	30	is	be	AUX
cblr-3425	571	31	concerned	concern	VERB
cblr-3425	571	32	with	with	ADP
cblr-3425	571	33	the	the	DET
cblr-3425	571	34	generation	generation	NOUN
cblr-3425	571	35	of	of	ADP
cblr-3425	571	36	new	new	ADJ
cblr-3425	571	37	terms.182	terms.182	PRON
cblr-3425	571	38	contract	contract	NOUN
cblr-3425	571	39	innovation	innovation	NOUN
cblr-3425	571	40	is	be	AUX
cblr-3425	571	41	critically	critically	ADV
cblr-3425	571	42	important	important	ADJ
cblr-3425	571	43	to	to	PART
cblr-3425	571	44	contract	contract	VERB
cblr-3425	571	45	design	design	NOUN
cblr-3425	571	46	because	because	SCONJ
cblr-3425	571	47	it	it	PRON
cblr-3425	571	48	is	be	AUX
cblr-3425	571	49	the	the	DET
cblr-3425	571	50	source	source	NOUN
cblr-3425	571	51	of	of	ADP
cblr-3425	571	52	novel	novel	ADJ
cblr-3425	571	53	terms.183	terms.183	NOUN
cblr-3425	571	54	contract	contract	NOUN
cblr-3425	571	55	innovation	innovation	NOUN
cblr-3425	571	56	expands	expand	VERB
cblr-3425	571	57	the	the	DET
cblr-3425	571	58	option	option	NOUN
cblr-3425	571	59	set	set	NOUN
cblr-3425	571	60	of	of	ADP
cblr-3425	571	61	available	available	ADJ
cblr-3425	571	62	terms	term	NOUN
cblr-3425	571	63	from	from	ADP
cblr-3425	571	64	which	which	PRON
cblr-3425	571	65	contract	contract	NOUN
cblr-3425	571	66	drafters	drafter	NOUN
cblr-3425	571	67	can	can	AUX
cblr-3425	571	68	select	select	VERB
cblr-3425	571	69	when	when	SCONJ
cblr-3425	571	70	designing	design	VERB
cblr-3425	571	71	a	a	DET
cblr-3425	571	72	contract	contract	NOUN
cblr-3425	571	73	.	.	PUNCT
cblr-3425	572	1	yet	yet	CCONJ
cblr-3425	572	2	despite	despite	SCONJ
cblr-3425	572	3	the	the	DET
cblr-3425	572	4	importance	importance	NOUN
cblr-3425	572	5	of	of	ADP
cblr-3425	572	6	contract	contract	NOUN
cblr-3425	572	7	innovation	innovation	NOUN
cblr-3425	572	8	,	,	PUNCT
cblr-3425	572	9	contract	contract	NOUN
cblr-3425	572	10	drafters	drafter	NOUN
cblr-3425	572	11	rarely	rarely	ADV
cblr-3425	572	12	innovate.184	innovate.184	VERB
cblr-3425	572	13	182	182	NUM
cblr-3425	572	14	see	see	VERB
cblr-3425	572	15	triantis	triantis	PROPN
cblr-3425	572	16	,	,	PUNCT
cblr-3425	572	17	supra	supra	PROPN
cblr-3425	572	18	note	note	PROPN
cblr-3425	572	19	21	21	NUM
cblr-3425	572	20	,	,	PUNCT
cblr-3425	572	21	at	at	ADP
cblr-3425	572	22	192	192	NUM
cblr-3425	572	23	(	(	PUNCT
cblr-3425	572	24	discussing	discuss	VERB
cblr-3425	572	25	the	the	DET
cblr-3425	572	26	difference	difference	NOUN
cblr-3425	572	27	between	between	ADP
cblr-3425	572	28	customization	customization	NOUN
cblr-3425	572	29	and	and	CCONJ
cblr-3425	572	30	innovation	innovation	NOUN
cblr-3425	572	31	and	and	CCONJ
cblr-3425	572	32	highlighting	highlight	VERB
cblr-3425	572	33	the	the	DET
cblr-3425	572	34	scalability	scalability	NOUN
cblr-3425	572	35	of	of	ADP
cblr-3425	572	36	innovative	innovative	ADJ
cblr-3425	572	37	terms	term	NOUN
cblr-3425	572	38	)	)	PUNCT
cblr-3425	572	39	.	.	PUNCT
cblr-3425	573	1	183	183	NUM
cblr-3425	573	2	see	see	VERB
cblr-3425	573	3	gulati	gulati	PROPN
cblr-3425	573	4	&	&	CCONJ
cblr-3425	573	5	scott	scott	PROPN
cblr-3425	573	6	,	,	PUNCT
cblr-3425	573	7	supra	supra	PROPN
cblr-3425	573	8	note	note	PROPN
cblr-3425	573	9	18	18	NUM
cblr-3425	573	10	,	,	PUNCT
cblr-3425	573	11	at	at	ADP
cblr-3425	573	12	164	164	NUM
cblr-3425	573	13	(	(	PUNCT
cblr-3425	573	14	stressing	stress	VERB
cblr-3425	573	15	the	the	DET
cblr-3425	573	16	importance	importance	NOUN
cblr-3425	573	17	of	of	ADP
cblr-3425	573	18	contract	contract	NOUN
cblr-3425	573	19	innovation	innovation	NOUN
cblr-3425	573	20	)	)	PUNCT
cblr-3425	573	21	.	.	PUNCT
cblr-3425	574	1	184	184	NUM
cblr-3425	574	2	see	see	VERB
cblr-3425	574	3	generally	generally	ADV
cblr-3425	574	4	gulati	gulati	PROPN
cblr-3425	574	5	&	&	CCONJ
cblr-3425	574	6	scott	scott	PROPN
cblr-3425	574	7	,	,	PUNCT
cblr-3425	574	8	supra	supra	PROPN
cblr-3425	574	9	note	note	PROPN
cblr-3425	574	10	18	18	NUM
cblr-3425	574	11	;	;	PUNCT
cblr-3425	574	12	boardman	boardman	NOUN
cblr-3425	574	13	,	,	PUNCT
cblr-3425	574	14	supra	supra	PROPN
cblr-3425	574	15	note	note	PROPN
cblr-3425	574	16	15	15	NUM
cblr-3425	574	17	;	;	PUNCT
cblr-3425	574	18	choi	choi	NOUN
cblr-3425	574	19	&	&	CCONJ
cblr-3425	574	20	gulati	gulati	PROPN
cblr-3425	574	21	,	,	PUNCT
cblr-3425	574	22	supra	supra	PROPN
cblr-3425	574	23	note	note	PROPN
cblr-3425	574	24	17	17	NUM
cblr-3425	574	25	;	;	PUNCT
cblr-3425	574	26	goetz	goetz	PROPN
cblr-3425	574	27	&	&	CCONJ
cblr-3425	574	28	scott	scott	PROPN
cblr-3425	574	29	,	,	PUNCT
cblr-3425	574	30	supra	supra	PROPN
cblr-3425	574	31	note	note	PROPN
cblr-3425	574	32	15	15	NUM
cblr-3425	574	33	;	;	PUNCT
cblr-3425	574	34	kahan	kahan	PROPN
cblr-3425	574	35	&	&	CCONJ
cblr-3425	574	36	klausner	klausner	PROPN
cblr-3425	574	37	,	,	PUNCT
cblr-3425	574	38	supra	supra	PROPN
cblr-3425	574	39	note	note	PROPN
cblr-3425	574	40	17	17	NUM
cblr-3425	574	41	;	;	PUNCT
cblr-3425	574	42	kahan	kahan	PROPN
cblr-3425	574	43	&	&	CCONJ
cblr-3425	574	44	klausner	klausner	PROPN
cblr-3425	574	45	,	,	PUNCT
cblr-3425	574	46	supra	supra	PROPN
cblr-3425	574	47	note	note	PROPN
cblr-3425	574	48	15	15	NUM
cblr-3425	574	49	;	;	PUNCT
cblr-3425	575	1	triantis	triantis	PROPN
cblr-3425	575	2	,	,	PUNCT
cblr-3425	575	3	supra	supra	PROPN
cblr-3425	575	4	note	note	NOUN
cblr-3425	575	5	21	21	NUM
cblr-3425	575	6	.	.	PUNCT
cblr-3425	576	1	no	no	INTJ
cblr-3425	576	2	.	.	NOUN
cblr-3425	576	3	2:621	2:621	NUM
cblr-3425	576	4	]	]	X
cblr-3425	576	5	predictive	predictive	ADJ
cblr-3425	576	6	contracting	contracting	NOUN
cblr-3425	576	7	669	669	NUM
cblr-3425	576	8	the	the	DET
cblr-3425	576	9	contracts	contract	NOUN
cblr-3425	576	10	literature	literature	NOUN
cblr-3425	576	11	suggests	suggest	VERB
cblr-3425	576	12	two	two	NUM
cblr-3425	576	13	primary	primary	ADJ
cblr-3425	576	14	reasons	reason	NOUN
cblr-3425	576	15	for	for	ADP
cblr-3425	576	16	the	the	DET
cblr-3425	576	17	inefficiently	inefficiently	ADV
cblr-3425	576	18	low	low	ADJ
cblr-3425	576	19	level	level	NOUN
cblr-3425	576	20	of	of	ADP
cblr-3425	576	21	contract	contract	NOUN
cblr-3425	576	22	innovation	innovation	NOUN
cblr-3425	576	23	observed	observe	VERB
cblr-3425	576	24	in	in	ADP
cblr-3425	576	25	the	the	DET
cblr-3425	576	26	market.185	market.185	NOUN
cblr-3425	576	27	first	first	ADJ
cblr-3425	576	28	,	,	PUNCT
cblr-3425	576	29	innovative	innovative	ADJ
cblr-3425	576	30	terms	term	NOUN
cblr-3425	576	31	have	have	AUX
cblr-3425	576	32	not	not	PART
cblr-3425	576	33	been	be	AUX
cblr-3425	576	34	previously	previously	ADV
cblr-3425	576	35	assessed	assess	VERB
cblr-3425	576	36	by	by	ADP
cblr-3425	576	37	the	the	DET
cblr-3425	576	38	contracting	contracting	NOUN
cblr-3425	576	39	parties	party	NOUN
cblr-3425	576	40	,	,	PUNCT
cblr-3425	576	41	lawyers	lawyer	NOUN
cblr-3425	576	42	,	,	PUNCT
cblr-3425	576	43	third	third	ADJ
cblr-3425	576	44	parties	party	NOUN
cblr-3425	576	45	,	,	PUNCT
cblr-3425	576	46	and	and	CCONJ
cblr-3425	576	47	courts	court	NOUN
cblr-3425	576	48	,	,	PUNCT
cblr-3425	576	49	and	and	CCONJ
cblr-3425	576	50	are	be	AUX
cblr-3425	576	51	therefore	therefore	ADV
cblr-3425	576	52	more	more	ADV
cblr-3425	576	53	uncertain	uncertain	ADJ
cblr-3425	576	54	than	than	ADP
cblr-3425	576	55	existing	exist	VERB
cblr-3425	576	56	terms.186	terms.186	NOUN
cblr-3425	576	57	second	second	ADJ
cblr-3425	576	58	,	,	PUNCT
cblr-3425	576	59	parties	party	NOUN
cblr-3425	576	60	typically	typically	ADV
cblr-3425	576	61	have	have	VERB
cblr-3425	576	62	a	a	DET
cblr-3425	576	63	difficult	difficult	ADJ
cblr-3425	576	64	time	time	NOUN
cblr-3425	576	65	identifying	identify	VERB
cblr-3425	576	66	the	the	DET
cblr-3425	576	67	effects	effect	NOUN
cblr-3425	576	68	of	of	ADP
cblr-3425	576	69	specific	specific	ADJ
cblr-3425	576	70	terms	term	NOUN
cblr-3425	576	71	,	,	PUNCT
cblr-3425	576	72	and	and	CCONJ
cblr-3425	576	73	therefore	therefore	ADV
cblr-3425	576	74	,	,	PUNCT
cblr-3425	576	75	contract	contract	NOUN
cblr-3425	576	76	drafters	drafter	NOUN
cblr-3425	576	77	(	(	PUNCT
cblr-3425	576	78	who	who	PRON
cblr-3425	576	79	are	be	AUX
cblr-3425	576	80	primarily	primarily	ADV
cblr-3425	576	81	evaluated	evaluate	VERB
cblr-3425	576	82	on	on	ADP
cblr-3425	576	83	whether	whether	SCONJ
cblr-3425	576	84	a	a	DET
cblr-3425	576	85	contract	contract	NOUN
cblr-3425	576	86	performs	perform	VERB
cblr-3425	576	87	poorly	poorly	ADV
cblr-3425	576	88	)	)	PUNCT
cblr-3425	576	89	have	have	VERB
cblr-3425	576	90	little	little	ADJ
cblr-3425	576	91	incentive	incentive	NOUN
cblr-3425	576	92	to	to	PART
cblr-3425	576	93	take	take	VERB
cblr-3425	576	94	on	on	ADP
cblr-3425	576	95	the	the	DET
cblr-3425	576	96	cost	cost	NOUN
cblr-3425	576	97	and	and	CCONJ
cblr-3425	576	98	risk	risk	NOUN
cblr-3425	576	99	of	of	ADP
cblr-3425	576	100	innovating	innovate	VERB
cblr-3425	576	101	if	if	SCONJ
cblr-3425	576	102	success	success	NOUN
cblr-3425	576	103	from	from	ADP
cblr-3425	576	104	their	their	PRON
cblr-3425	576	105	innovation	innovation	NOUN
cblr-3425	576	106	is	be	AUX
cblr-3425	576	107	unlikely	unlikely	ADJ
cblr-3425	576	108	to	to	PART
cblr-3425	576	109	be	be	AUX
cblr-3425	576	110	recognized.187	recognized.187	VERB
cblr-3425	576	111	for	for	ADP
cblr-3425	576	112	example	example	NOUN
cblr-3425	576	113	,	,	PUNCT
cblr-3425	576	114	assume	assume	VERB
cblr-3425	576	115	a	a	DET
cblr-3425	576	116	contract	contract	NOUN
cblr-3425	576	117	drafter	drafter	NOUN
cblr-3425	576	118	is	be	AUX
cblr-3425	576	119	faced	face	VERB
cblr-3425	576	120	with	with	ADP
cblr-3425	576	121	a	a	DET
cblr-3425	576	122	decision	decision	NOUN
cblr-3425	576	123	between	between	ADP
cblr-3425	576	124	using	use	VERB
cblr-3425	576	125	an	an	DET
cblr-3425	576	126	existing	exist	VERB
cblr-3425	576	127	term	term	NOUN
cblr-3425	576	128	or	or	CCONJ
cblr-3425	576	129	a	a	DET
cblr-3425	576	130	new	new	ADJ
cblr-3425	576	131	term	term	NOUN
cblr-3425	576	132	.	.	PUNCT
cblr-3425	577	1	the	the	DET
cblr-3425	577	2	existing	exist	VERB
cblr-3425	577	3	term	term	NOUN
cblr-3425	577	4	is	be	AUX
cblr-3425	577	5	familiar	familiar	ADJ
cblr-3425	577	6	and	and	CCONJ
cblr-3425	577	7	has	have	VERB
cblr-3425	577	8	a	a	DET
cblr-3425	577	9	100	100	NUM
cblr-3425	577	10	%	%	NOUN
cblr-3425	577	11	chance	chance	NOUN
cblr-3425	577	12	of	of	ADP
cblr-3425	577	13	generating	generate	VERB
cblr-3425	577	14	$	$	SYM
cblr-3425	577	15	10	10	NUM
cblr-3425	577	16	of	of	ADP
cblr-3425	577	17	value	value	NOUN
cblr-3425	577	18	for	for	ADP
cblr-3425	577	19	the	the	DET
cblr-3425	577	20	drafter	drafter	NOUN
cblr-3425	577	21	’s	’s	PART
cblr-3425	577	22	client	client	NOUN
cblr-3425	577	23	.	.	PUNCT
cblr-3425	578	1	the	the	DET
cblr-3425	578	2	new	new	ADJ
cblr-3425	578	3	term	term	NOUN
cblr-3425	578	4	,	,	PUNCT
cblr-3425	578	5	on	on	ADP
cblr-3425	578	6	the	the	DET
cblr-3425	578	7	other	other	ADJ
cblr-3425	578	8	hand	hand	NOUN
cblr-3425	578	9	,	,	PUNCT
cblr-3425	578	10	has	have	VERB
cblr-3425	578	11	a	a	DET
cblr-3425	578	12	50	50	NUM
cblr-3425	578	13	%	%	NOUN
cblr-3425	578	14	chance	chance	NOUN
cblr-3425	578	15	of	of	ADP
cblr-3425	578	16	generating	generate	VERB
cblr-3425	578	17	$	$	SYM
cblr-3425	578	18	50	50	NUM
cblr-3425	578	19	and	and	CCONJ
cblr-3425	578	20	a	a	DET
cblr-3425	578	21	50	50	NUM
cblr-3425	578	22	%	%	NOUN
cblr-3425	578	23	chance	chance	NOUN
cblr-3425	578	24	of	of	ADP
cblr-3425	578	25	losing	lose	VERB
cblr-3425	578	26	$	$	SYM
cblr-3425	578	27	10	10	NUM
cblr-3425	578	28	,	,	PUNCT
cblr-3425	578	29	for	for	ADP
cblr-3425	578	30	an	an	DET
cblr-3425	578	31	expected	expect	VERB
cblr-3425	578	32	value	value	NOUN
cblr-3425	578	33	of	of	ADP
cblr-3425	578	34	$	$	SYM
cblr-3425	578	35	20.188	20.188	NUM
cblr-3425	578	36	assuming	assume	VERB
cblr-3425	578	37	the	the	DET
cblr-3425	578	38	client	client	NOUN
cblr-3425	578	39	is	be	AUX
cblr-3425	578	40	risk	risk	NOUN
cblr-3425	578	41	neutral,189	neutral,189	PROPN
cblr-3425	578	42	it	it	PRON
cblr-3425	578	43	would	would	AUX
cblr-3425	578	44	prefer	prefer	VERB
cblr-3425	578	45	185	185	NUM
cblr-3425	578	46	a	a	DET
cblr-3425	578	47	third	third	ADJ
cblr-3425	578	48	,	,	PUNCT
cblr-3425	578	49	related	related	ADJ
cblr-3425	578	50	reason	reason	NOUN
cblr-3425	578	51	for	for	ADP
cblr-3425	578	52	the	the	DET
cblr-3425	578	53	lack	lack	NOUN
cblr-3425	578	54	of	of	ADP
cblr-3425	578	55	innovation	innovation	NOUN
cblr-3425	578	56	flows	flow	VERB
cblr-3425	578	57	from	from	ADP
cblr-3425	578	58	the	the	DET
cblr-3425	578	59	two	two	NUM
cblr-3425	578	60	primary	primary	ADJ
cblr-3425	578	61	reasons	reason	NOUN
cblr-3425	578	62	:	:	PUNCT
cblr-3425	578	63	organizational	organizational	ADJ
cblr-3425	578	64	impediments	impediment	NOUN
cblr-3425	578	65	faced	face	VERB
cblr-3425	578	66	by	by	ADP
cblr-3425	578	67	contract	contract	NOUN
cblr-3425	578	68	drafters	drafter	NOUN
cblr-3425	578	69	.	.	PUNCT
cblr-3425	579	1	see	see	VERB
cblr-3425	579	2	gulati	gulati	PROPN
cblr-3425	579	3	&	&	CCONJ
cblr-3425	579	4	scott	scott	PROPN
cblr-3425	579	5	,	,	PUNCT
cblr-3425	579	6	supra	supra	PROPN
cblr-3425	579	7	note	note	PROPN
cblr-3425	579	8	18	18	NUM
cblr-3425	579	9	,	,	PUNCT
cblr-3425	579	10	at	at	ADP
cblr-3425	579	11	145–49	145–49	NUM
cblr-3425	579	12	,	,	PUNCT
cblr-3425	579	13	161	161	NUM
cblr-3425	579	14	(	(	PUNCT
cblr-3425	579	15	describing	describe	VERB
cblr-3425	579	16	barriers	barrier	NOUN
cblr-3425	579	17	to	to	ADP
cblr-3425	579	18	innovation	innovation	NOUN
cblr-3425	579	19	within	within	ADP
cblr-3425	579	20	law	law	NOUN
cblr-3425	579	21	firms	firm	NOUN
cblr-3425	579	22	,	,	PUNCT
cblr-3425	579	23	including	include	VERB
cblr-3425	579	24	examples	example	NOUN
cblr-3425	579	25	of	of	ADP
cblr-3425	579	26	contract	contract	NOUN
cblr-3425	579	27	drafters	drafter	NOUN
cblr-3425	579	28	being	be	AUX
cblr-3425	579	29	reprimanded	reprimand	VERB
cblr-3425	579	30	for	for	ADP
cblr-3425	579	31	attempting	attempt	VERB
cblr-3425	579	32	to	to	PART
cblr-3425	579	33	innovate	innovate	VERB
cblr-3425	579	34	)	)	PUNCT
cblr-3425	579	35	;	;	PUNCT
cblr-3425	579	36	smith	smith	PROPN
cblr-3425	579	37	&	&	CCONJ
cblr-3425	579	38	king	king	PROPN
cblr-3425	579	39	,	,	PUNCT
cblr-3425	579	40	supra	supra	PROPN
cblr-3425	579	41	note	note	PROPN
cblr-3425	579	42	82	82	NUM
cblr-3425	579	43	,	,	PUNCT
cblr-3425	579	44	at	at	ADP
cblr-3425	579	45	31	31	NUM
cblr-3425	579	46	(	(	PUNCT
cblr-3425	579	47	noting	note	VERB
cblr-3425	579	48	how	how	SCONJ
cblr-3425	579	49	contracts	contract	NOUN
cblr-3425	579	50	can	can	AUX
cblr-3425	579	51	become	become	AUX
cblr-3425	579	52	intertwined	intertwine	VERB
cblr-3425	579	53	with	with	ADP
cblr-3425	579	54	other	other	ADJ
cblr-3425	579	55	organizational	organizational	ADJ
cblr-3425	579	56	processes	process	NOUN
cblr-3425	579	57	,	,	PUNCT
cblr-3425	579	58	which	which	PRON
cblr-3425	579	59	leads	lead	VERB
cblr-3425	579	60	to	to	ADP
cblr-3425	579	61	innovation	innovation	NOUN
cblr-3425	579	62	inertia	inertia	NOUN
cblr-3425	579	63	)	)	PUNCT
cblr-3425	579	64	;	;	PUNCT
cblr-3425	579	65	triantis	triantis	PROPN
cblr-3425	579	66	,	,	PUNCT
cblr-3425	579	67	supra	supra	PROPN
cblr-3425	579	68	note	note	PROPN
cblr-3425	579	69	21	21	NUM
cblr-3425	579	70	,	,	PUNCT
cblr-3425	579	71	at	at	ADP
cblr-3425	579	72	186	186	NUM
cblr-3425	579	73	(	(	PUNCT
cblr-3425	579	74	discussing	discuss	VERB
cblr-3425	579	75	structural	structural	ADJ
cblr-3425	579	76	impediments	impediment	NOUN
cblr-3425	579	77	that	that	PRON
cblr-3425	579	78	prevent	prevent	VERB
cblr-3425	579	79	contract	contract	NOUN
cblr-3425	579	80	drafters	drafter	NOUN
cblr-3425	579	81	from	from	ADP
cblr-3425	579	82	having	have	VERB
cblr-3425	579	83	an	an	DET
cblr-3425	579	84	incentive	incentive	NOUN
cblr-3425	579	85	to	to	PART
cblr-3425	579	86	innovate	innovate	VERB
cblr-3425	579	87	)	)	PUNCT
cblr-3425	579	88	.	.	PUNCT
cblr-3425	580	1	186	186	NUM
cblr-3425	580	2	see	see	VERB
cblr-3425	580	3	goetz	goetz	PROPN
cblr-3425	580	4	&	&	CCONJ
cblr-3425	580	5	scott	scott	PROPN
cblr-3425	580	6	,	,	PUNCT
cblr-3425	580	7	supra	supra	PROPN
cblr-3425	580	8	note	note	PROPN
cblr-3425	580	9	15	15	NUM
cblr-3425	580	10	,	,	PUNCT
cblr-3425	580	11	at	at	ADP
cblr-3425	580	12	263	263	NUM
cblr-3425	580	13	(	(	PUNCT
cblr-3425	580	14	discussing	discuss	VERB
cblr-3425	580	15	how	how	SCONJ
cblr-3425	580	16	innovative	innovative	ADJ
cblr-3425	580	17	terms	term	NOUN
cblr-3425	580	18	are	be	AUX
cblr-3425	580	19	more	more	ADV
cblr-3425	580	20	likely	likely	ADJ
cblr-3425	580	21	to	to	PART
cblr-3425	580	22	be	be	AUX
cblr-3425	580	23	misinterpreted	misinterpret	VERB
cblr-3425	580	24	by	by	ADP
cblr-3425	580	25	courts	court	NOUN
cblr-3425	580	26	)	)	PUNCT
cblr-3425	580	27	.	.	PUNCT
cblr-3425	581	1	187	187	NUM
cblr-3425	581	2	see	see	NOUN
cblr-3425	581	3	gardner	gardner	NOUN
cblr-3425	581	4	,	,	PUNCT
cblr-3425	581	5	supra	supra	PROPN
cblr-3425	581	6	note	note	PROPN
cblr-3425	581	7	22	22	NUM
cblr-3425	581	8	,	,	PUNCT
cblr-3425	581	9	at	at	ADP
cblr-3425	581	10	43–44	43–44	NUM
cblr-3425	581	11	(	(	PUNCT
cblr-3425	581	12	providing	provide	VERB
cblr-3425	581	13	examples	example	NOUN
cblr-3425	581	14	of	of	ADP
cblr-3425	581	15	the	the	DET
cblr-3425	581	16	difficulty	difficulty	NOUN
cblr-3425	581	17	parties	party	NOUN
cblr-3425	581	18	face	face	VERB
cblr-3425	581	19	in	in	ADP
cblr-3425	581	20	determining	determine	VERB
cblr-3425	581	21	the	the	DET
cblr-3425	581	22	value	value	NOUN
cblr-3425	581	23	of	of	ADP
cblr-3425	581	24	services	service	NOUN
cblr-3425	581	25	provided	provide	VERB
cblr-3425	581	26	by	by	ADP
cblr-3425	581	27	contract	contract	NOUN
cblr-3425	581	28	drafters	drafter	NOUN
cblr-3425	581	29	)	)	PUNCT
cblr-3425	581	30	;	;	PUNCT
cblr-3425	581	31	goetz	goetz	PROPN
cblr-3425	581	32	&	&	CCONJ
cblr-3425	581	33	scott	scott	PROPN
cblr-3425	581	34	,	,	PUNCT
cblr-3425	581	35	supra	supra	PROPN
cblr-3425	581	36	note	note	PROPN
cblr-3425	581	37	15	15	NUM
cblr-3425	581	38	,	,	PUNCT
cblr-3425	581	39	at	at	ADP
cblr-3425	581	40	291	291	NUM
cblr-3425	581	41	(	(	PUNCT
cblr-3425	581	42	noting	note	VERB
cblr-3425	581	43	that	that	SCONJ
cblr-3425	581	44	contract	contract	NOUN
cblr-3425	581	45	drafters	drafter	NOUN
cblr-3425	581	46	considering	consider	VERB
cblr-3425	581	47	innovating	innovate	VERB
cblr-3425	581	48	must	must	AUX
cblr-3425	581	49	incur	incur	VERB
cblr-3425	581	50	the	the	DET
cblr-3425	581	51	cost	cost	NOUN
cblr-3425	581	52	of	of	ADP
cblr-3425	581	53	identifying	identify	VERB
cblr-3425	581	54	terms	term	NOUN
cblr-3425	581	55	that	that	PRON
cblr-3425	581	56	are	be	AUX
cblr-3425	581	57	superior	superior	ADJ
cblr-3425	581	58	to	to	ADP
cblr-3425	581	59	existing	exist	VERB
cblr-3425	581	60	terms	term	NOUN
cblr-3425	581	61	)	)	PUNCT
cblr-3425	581	62	;	;	PUNCT
cblr-3425	581	63	kahan	kahan	PROPN
cblr-3425	581	64	&	&	CCONJ
cblr-3425	581	65	klausner	klausner	PROPN
cblr-3425	581	66	,	,	PUNCT
cblr-3425	581	67	supra	supra	PROPN
cblr-3425	581	68	note	note	PROPN
cblr-3425	581	69	17	17	NUM
cblr-3425	581	70	,	,	PUNCT
cblr-3425	581	71	at	at	ADP
cblr-3425	581	72	353	353	NUM
cblr-3425	581	73	–	–	PUNCT
cblr-3425	581	74	55	55	NUM
cblr-3425	581	75	(	(	PUNCT
cblr-3425	581	76	discussing	discuss	VERB
cblr-3425	581	77	how	how	SCONJ
cblr-3425	581	78	contract	contract	NOUN
cblr-3425	581	79	drafters	drafter	NOUN
cblr-3425	581	80	are	be	AUX
cblr-3425	581	81	frequently	frequently	ADV
cblr-3425	581	82	judged	judge	VERB
cblr-3425	581	83	based	base	VERB
cblr-3425	581	84	on	on	ADP
cblr-3425	581	85	whether	whether	SCONJ
cblr-3425	581	86	a	a	DET
cblr-3425	581	87	contract	contract	NOUN
cblr-3425	581	88	fails	fail	VERB
cblr-3425	581	89	rather	rather	ADV
cblr-3425	581	90	than	than	ADP
cblr-3425	581	91	whether	whether	SCONJ
cblr-3425	581	92	they	they	PRON
cblr-3425	581	93	identify	identify	VERB
cblr-3425	581	94	the	the	DET
cblr-3425	581	95	optimal	optimal	ADJ
cblr-3425	581	96	set	set	NOUN
cblr-3425	581	97	of	of	ADP
cblr-3425	581	98	terms	term	NOUN
cblr-3425	581	99	and	and	CCONJ
cblr-3425	581	100	that	that	SCONJ
cblr-3425	581	101	the	the	DET
cblr-3425	581	102	success	success	NOUN
cblr-3425	581	103	of	of	ADP
cblr-3425	581	104	a	a	DET
cblr-3425	581	105	new	new	ADJ
cblr-3425	581	106	term	term	NOUN
cblr-3425	581	107	may	may	AUX
cblr-3425	581	108	not	not	PART
cblr-3425	581	109	be	be	AUX
cblr-3425	581	110	attributed	attribute	VERB
cblr-3425	581	111	to	to	ADP
cblr-3425	581	112	the	the	DET
cblr-3425	581	113	contract	contract	NOUN
cblr-3425	581	114	drafter	drafter	NOUN
cblr-3425	581	115	’s	’s	PART
cblr-3425	581	116	innovation	innovation	NOUN
cblr-3425	581	117	)	)	PUNCT
cblr-3425	581	118	;	;	PUNCT
cblr-3425	581	119	triantis	triantis	PROPN
cblr-3425	581	120	,	,	PUNCT
cblr-3425	581	121	supra	supra	PROPN
cblr-3425	581	122	note	note	PROPN
cblr-3425	581	123	21	21	NUM
cblr-3425	581	124	,	,	PUNCT
cblr-3425	581	125	at	at	ADP
cblr-3425	581	126	180	180	NUM
cblr-3425	581	127	,	,	PUNCT
cblr-3425	581	128	194	194	NUM
cblr-3425	581	129	(	(	PUNCT
cblr-3425	581	130	arguing	argue	VERB
cblr-3425	581	131	that	that	SCONJ
cblr-3425	581	132	contract	contract	NOUN
cblr-3425	581	133	innovation	innovation	NOUN
cblr-3425	581	134	is	be	AUX
cblr-3425	581	135	stymied	stymie	VERB
cblr-3425	581	136	by	by	ADP
cblr-3425	581	137	the	the	DET
cblr-3425	581	138	inability	inability	NOUN
cblr-3425	581	139	of	of	ADP
cblr-3425	581	140	parties	party	NOUN
cblr-3425	581	141	to	to	PART
cblr-3425	581	142	evaluate	evaluate	VERB
cblr-3425	581	143	the	the	DET
cblr-3425	581	144	effects	effect	NOUN
cblr-3425	581	145	of	of	ADP
cblr-3425	581	146	specific	specific	ADJ
cblr-3425	581	147	contract	contract	NOUN
cblr-3425	581	148	terms	term	NOUN
cblr-3425	581	149	)	)	PUNCT
cblr-3425	581	150	.	.	PUNCT
cblr-3425	582	1	188	188	NUM
cblr-3425	582	2	expected	expect	VERB
cblr-3425	582	3	value	value	NOUN
cblr-3425	582	4	=	=	PUNCT
cblr-3425	582	5	(	(	PUNCT
cblr-3425	582	6	0.5	0.5	NUM
cblr-3425	582	7	*	*	SYM
cblr-3425	582	8	$	$	SYM
cblr-3425	582	9	50	50	NUM
cblr-3425	582	10	)	)	PUNCT
cblr-3425	582	11	+	+	CCONJ
cblr-3425	582	12	(	(	PUNCT
cblr-3425	582	13	0.5	0.5	NUM
cblr-3425	582	14	*	*	NOUN
cblr-3425	582	15	-$10	-$10	PROPN
cblr-3425	582	16	)	)	PUNCT
cblr-3425	582	17	=	=	PUNCT
cblr-3425	582	18	$	$	SYM
cblr-3425	582	19	20	20	NUM
cblr-3425	582	20	.	.	PUNCT
cblr-3425	582	21	189	189	NUM
cblr-3425	582	22	an	an	DET
cblr-3425	582	23	entity	entity	NOUN
cblr-3425	582	24	is	be	AUX
cblr-3425	582	25	risk	risk	NOUN
cblr-3425	582	26	neutral	neutral	ADJ
cblr-3425	582	27	if	if	SCONJ
cblr-3425	582	28	it	it	PRON
cblr-3425	582	29	prefers	prefer	VERB
cblr-3425	582	30	the	the	DET
cblr-3425	582	31	option	option	NOUN
cblr-3425	582	32	with	with	ADP
cblr-3425	582	33	the	the	DET
cblr-3425	582	34	greatest	great	ADJ
cblr-3425	582	35	expected	expect	VERB
cblr-3425	582	36	value	value	NOUN
cblr-3425	582	37	,	,	PUNCT
cblr-3425	582	38	regardless	regardless	ADV
cblr-3425	582	39	of	of	ADP
cblr-3425	582	40	risk	risk	NOUN
cblr-3425	582	41	.	.	PUNCT
cblr-3425	583	1	670	670	NUM
cblr-3425	583	2	columbia	columbia	PROPN
cblr-3425	583	3	business	business	NOUN
cblr-3425	583	4	law	law	PROPN
cblr-3425	583	5	review	review	NOUN
cblr-3425	583	6	[	[	X
cblr-3425	583	7	vol	vol	NOUN
cblr-3425	583	8	.	.	NOUN
cblr-3425	583	9	2019	2019	NUM
cblr-3425	583	10	that	that	PRON
cblr-3425	583	11	the	the	DET
cblr-3425	583	12	contract	contract	NOUN
cblr-3425	583	13	drafter	drafter	NOUN
cblr-3425	583	14	use	use	VERB
cblr-3425	583	15	the	the	DET
cblr-3425	583	16	new	new	ADJ
cblr-3425	583	17	term	term	NOUN
cblr-3425	583	18	.	.	PUNCT
cblr-3425	584	1	assume	assume	VERB
cblr-3425	584	2	,	,	PUNCT
cblr-3425	584	3	however	however	ADV
cblr-3425	584	4	,	,	PUNCT
cblr-3425	584	5	that	that	SCONJ
cblr-3425	584	6	the	the	DET
cblr-3425	584	7	client	client	NOUN
cblr-3425	584	8	can	can	AUX
cblr-3425	584	9	not	not	PART
cblr-3425	584	10	observe	observe	VERB
cblr-3425	584	11	the	the	DET
cblr-3425	584	12	magnitude	magnitude	NOUN
cblr-3425	584	13	of	of	ADP
cblr-3425	584	14	the	the	DET
cblr-3425	584	15	result	result	NOUN
cblr-3425	584	16	,	,	PUNCT
cblr-3425	584	17	only	only	ADV
cblr-3425	584	18	whether	whether	SCONJ
cblr-3425	584	19	the	the	DET
cblr-3425	584	20	result	result	NOUN
cblr-3425	584	21	is	be	AUX
cblr-3425	584	22	positive	positive	ADJ
cblr-3425	584	23	or	or	CCONJ
cblr-3425	584	24	negative.190	negative.190	ADJ
cblr-3425	584	25	in	in	ADP
cblr-3425	584	26	this	this	DET
cblr-3425	584	27	example	example	NOUN
cblr-3425	584	28	,	,	PUNCT
cblr-3425	584	29	the	the	DET
cblr-3425	584	30	contract	contract	NOUN
cblr-3425	584	31	drafter	drafter	NOUN
cblr-3425	584	32	will	will	AUX
cblr-3425	584	33	always	always	ADV
cblr-3425	584	34	choose	choose	VERB
cblr-3425	584	35	the	the	DET
cblr-3425	584	36	existing	exist	VERB
cblr-3425	584	37	term	term	NOUN
cblr-3425	584	38	,	,	PUNCT
cblr-3425	584	39	which	which	PRON
cblr-3425	584	40	has	have	VERB
cblr-3425	584	41	a	a	DET
cblr-3425	584	42	100	100	NUM
cblr-3425	584	43	%	%	NOUN
cblr-3425	584	44	chance	chance	NOUN
cblr-3425	584	45	of	of	ADP
cblr-3425	584	46	generating	generate	VERB
cblr-3425	584	47	a	a	DET
cblr-3425	584	48	positive	positive	ADJ
cblr-3425	584	49	result	result	NOUN
cblr-3425	584	50	,	,	PUNCT
cblr-3425	584	51	even	even	ADV
cblr-3425	584	52	though	though	SCONJ
cblr-3425	584	53	the	the	DET
cblr-3425	584	54	new	new	ADJ
cblr-3425	584	55	term	term	NOUN
cblr-3425	584	56	is	be	AUX
cblr-3425	584	57	better	well	ADJ
cblr-3425	584	58	for	for	ADP
cblr-3425	584	59	the	the	DET
cblr-3425	584	60	client	client	NOUN
cblr-3425	584	61	.	.	PUNCT
cblr-3425	585	1	this	this	DET
cblr-3425	585	2	principal	principal	ADJ
cblr-3425	585	3	-	-	PUNCT
cblr-3425	585	4	agent	agent	NOUN
cblr-3425	585	5	problem	problem	NOUN
cblr-3425	585	6	can	can	AUX
cblr-3425	585	7	lead	lead	VERB
cblr-3425	585	8	contract	contract	NOUN
cblr-3425	585	9	drafters	drafter	NOUN
cblr-3425	585	10	to	to	PART
cblr-3425	585	11	select	select	VERB
cblr-3425	585	12	terms	term	NOUN
cblr-3425	585	13	that	that	PRON
cblr-3425	585	14	serve	serve	VERB
cblr-3425	585	15	their	their	PRON
cblr-3425	585	16	own	own	ADJ
cblr-3425	585	17	interests	interest	NOUN
cblr-3425	585	18	,	,	PUNCT
cblr-3425	585	19	but	but	CCONJ
cblr-3425	585	20	not	not	PART
cblr-3425	585	21	necessarily	necessarily	ADV
cblr-3425	585	22	those	those	PRON
cblr-3425	585	23	of	of	ADP
cblr-3425	585	24	their	their	PRON
cblr-3425	585	25	clients	client	NOUN
cblr-3425	585	26	.	.	PUNCT
cblr-3425	586	1	predictive	predictive	ADJ
cblr-3425	586	2	contracting	contracting	NOUN
cblr-3425	586	3	can	can	AUX
cblr-3425	586	4	lead	lead	VERB
cblr-3425	586	5	to	to	ADP
cblr-3425	586	6	a	a	DET
cblr-3425	586	7	greater	great	ADJ
cblr-3425	586	8	level	level	NOUN
cblr-3425	586	9	of	of	ADP
cblr-3425	586	10	contract	contract	NOUN
cblr-3425	586	11	innovation	innovation	NOUN
cblr-3425	586	12	in	in	ADP
cblr-3425	586	13	three	three	NUM
cblr-3425	586	14	ways	way	NOUN
cblr-3425	586	15	.	.	PUNCT
cblr-3425	587	1	first	first	ADJ
cblr-3425	587	2	,	,	PUNCT
cblr-3425	587	3	predictive	predictive	ADJ
cblr-3425	587	4	contracting	contracting	NOUN
cblr-3425	587	5	can	can	AUX
cblr-3425	587	6	track	track	VERB
cblr-3425	587	7	the	the	DET
cblr-3425	587	8	effects	effect	NOUN
cblr-3425	587	9	of	of	ADP
cblr-3425	587	10	innovative	innovative	ADJ
cblr-3425	587	11	terms	term	NOUN
cblr-3425	587	12	by	by	ADP
cblr-3425	587	13	identifying	identify	VERB
cblr-3425	587	14	ex	ex	ADJ
cblr-3425	587	15	-	-	ADJ
cblr-3425	587	16	post	post	ADJ
cblr-3425	587	17	connections	connection	NOUN
cblr-3425	587	18	between	between	ADP
cblr-3425	587	19	these	these	DET
cblr-3425	587	20	terms	term	NOUN
cblr-3425	587	21	and	and	CCONJ
cblr-3425	587	22	various	various	ADJ
cblr-3425	587	23	contract	contract	NOUN
cblr-3425	587	24	outcomes	outcome	NOUN
cblr-3425	587	25	.	.	PUNCT
cblr-3425	588	1	if	if	SCONJ
cblr-3425	588	2	contract	contract	NOUN
cblr-3425	588	3	drafters	drafter	NOUN
cblr-3425	588	4	have	have	VERB
cblr-3425	588	5	an	an	DET
cblr-3425	588	6	effective	effective	ADJ
cblr-3425	588	7	means	mean	NOUN
cblr-3425	588	8	of	of	ADP
cblr-3425	588	9	demonstrating	demonstrate	VERB
cblr-3425	588	10	to	to	ADP
cblr-3425	588	11	parties	party	NOUN
cblr-3425	588	12	the	the	DET
cblr-3425	588	13	effects	effect	NOUN
cblr-3425	588	14	of	of	ADP
cblr-3425	588	15	their	their	PRON
cblr-3425	588	16	innovations	innovation	NOUN
cblr-3425	588	17	,	,	PUNCT
cblr-3425	588	18	they	they	PRON
cblr-3425	588	19	will	will	AUX
cblr-3425	588	20	have	have	VERB
cblr-3425	588	21	a	a	DET
cblr-3425	588	22	much	much	ADV
cblr-3425	588	23	stronger	strong	ADJ
cblr-3425	588	24	incentive	incentive	NOUN
cblr-3425	588	25	to	to	PART
cblr-3425	588	26	innovate	innovate	VERB
cblr-3425	588	27	in	in	ADP
cblr-3425	588	28	the	the	DET
cblr-3425	588	29	first	first	ADJ
cblr-3425	588	30	place	place	NOUN
cblr-3425	588	31	.	.	PUNCT
cblr-3425	589	1	in	in	ADP
cblr-3425	589	2	the	the	DET
cblr-3425	589	3	above	above	ADJ
cblr-3425	589	4	example	example	NOUN
cblr-3425	589	5	,	,	PUNCT
cblr-3425	589	6	the	the	DET
cblr-3425	589	7	contract	contract	NOUN
cblr-3425	589	8	drafter	drafter	NOUN
cblr-3425	589	9	could	could	AUX
cblr-3425	589	10	use	use	VERB
cblr-3425	589	11	a	a	DET
cblr-3425	589	12	predictive	predictive	ADJ
cblr-3425	589	13	contracting	contracting	NOUN
cblr-3425	589	14	system	system	NOUN
cblr-3425	589	15	to	to	PART
cblr-3425	589	16	show	show	VERB
cblr-3425	589	17	the	the	DET
cblr-3425	589	18	client	client	NOUN
cblr-3425	589	19	that	that	SCONJ
cblr-3425	589	20	the	the	DET
cblr-3425	589	21	new	new	ADJ
cblr-3425	589	22	term	term	NOUN
cblr-3425	589	23	generates	generate	VERB
cblr-3425	589	24	a	a	DET
cblr-3425	589	25	greater	great	ADJ
cblr-3425	589	26	expected	expect	VERB
cblr-3425	589	27	value	value	NOUN
cblr-3425	589	28	than	than	ADP
cblr-3425	589	29	the	the	DET
cblr-3425	589	30	existing	exist	VERB
cblr-3425	589	31	term	term	NOUN
cblr-3425	589	32	over	over	ADP
cblr-3425	589	33	a	a	DET
cblr-3425	589	34	sufficiently	sufficiently	ADV
cblr-3425	589	35	large	large	ADJ
cblr-3425	589	36	number	number	NOUN
cblr-3425	589	37	of	of	ADP
cblr-3425	589	38	contracting	contracting	NOUN
cblr-3425	589	39	instances	instance	NOUN
cblr-3425	589	40	.	.	PUNCT
cblr-3425	590	1	in	in	ADP
cblr-3425	590	2	this	this	DET
cblr-3425	590	3	example	example	NOUN
cblr-3425	590	4	,	,	PUNCT
cblr-3425	590	5	the	the	DET
cblr-3425	590	6	predictive	predictive	ADJ
cblr-3425	590	7	contracting	contracting	NOUN
cblr-3425	590	8	system	system	NOUN
cblr-3425	590	9	aligns	align	VERB
cblr-3425	590	10	the	the	DET
cblr-3425	590	11	incentives	incentive	NOUN
cblr-3425	590	12	of	of	ADP
cblr-3425	590	13	the	the	DET
cblr-3425	590	14	client	client	NOUN
cblr-3425	590	15	and	and	CCONJ
cblr-3425	590	16	the	the	DET
cblr-3425	590	17	contract	contract	NOUN
cblr-3425	590	18	drafter	drafter	NOUN
cblr-3425	590	19	,	,	PUNCT
cblr-3425	590	20	thereby	thereby	ADV
cblr-3425	590	21	helping	help	VERB
cblr-3425	590	22	to	to	PART
cblr-3425	590	23	mitigate	mitigate	VERB
cblr-3425	590	24	the	the	DET
cblr-3425	590	25	principalagent	principalagent	NOUN
cblr-3425	590	26	problem	problem	NOUN
cblr-3425	590	27	.	.	PUNCT
cblr-3425	591	1	second	second	ADJ
cblr-3425	591	2	,	,	PUNCT
cblr-3425	591	3	unlike	unlike	ADP
cblr-3425	591	4	traditional	traditional	ADJ
cblr-3425	591	5	automation	automation	NOUN
cblr-3425	591	6	technologies	technology	NOUN
cblr-3425	591	7	,	,	PUNCT
cblr-3425	591	8	predictive	predictive	ADJ
cblr-3425	591	9	contracting	contracting	NOUN
cblr-3425	591	10	can	can	AUX
cblr-3425	591	11	assist	assist	VERB
cblr-3425	591	12	with	with	ADP
cblr-3425	591	13	the	the	DET
cblr-3425	591	14	generation	generation	NOUN
cblr-3425	591	15	of	of	ADP
cblr-3425	591	16	new	new	ADJ
cblr-3425	591	17	terms.191	terms.191	PRON
cblr-3425	591	18	natural	natural	ADJ
cblr-3425	591	19	language	language	NOUN
cblr-3425	591	20	processing	processing	NOUN
cblr-3425	591	21	(	(	PUNCT
cblr-3425	591	22	“	"	PUNCT
cblr-3425	591	23	nlp	nlp	NOUN
cblr-3425	591	24	”	"	PUNCT
cblr-3425	591	25	)	)	PUNCT
cblr-3425	591	26	can	can	AUX
cblr-3425	591	27	break	break	VERB
cblr-3425	591	28	contract	contract	NOUN
cblr-3425	591	29	terms	term	NOUN
cblr-3425	591	30	down	down	ADP
cblr-3425	591	31	into	into	ADP
cblr-3425	591	32	their	their	PRON
cblr-3425	591	33	constituent	constituent	ADJ
cblr-3425	591	34	conceptual	conceptual	ADJ
cblr-3425	591	35	subparts	subpart	NOUN
cblr-3425	591	36	,	,	PUNCT
cblr-3425	591	37	known	know	VERB
cblr-3425	591	38	as	as	ADP
cblr-3425	591	39	ontologies.192	ontologies.192	PROPN
cblr-3425	591	40	for	for	ADP
cblr-3425	591	41	example	example	NOUN
cblr-3425	591	42	,	,	PUNCT
cblr-3425	591	43	legal	legal	ADJ
cblr-3425	591	44	robot	robot	NOUN
cblr-3425	591	45	is	be	AUX
cblr-3425	591	46	190	190	NUM
cblr-3425	591	47	this	this	PRON
cblr-3425	591	48	is	be	AUX
cblr-3425	591	49	a	a	DET
cblr-3425	591	50	simplified	simplified	ADJ
cblr-3425	591	51	representation	representation	NOUN
cblr-3425	591	52	of	of	ADP
cblr-3425	591	53	the	the	DET
cblr-3425	591	54	fact	fact	NOUN
cblr-3425	591	55	that	that	SCONJ
cblr-3425	591	56	parties	party	NOUN
cblr-3425	591	57	typically	typically	ADV
cblr-3425	591	58	evaluate	evaluate	VERB
cblr-3425	591	59	a	a	DET
cblr-3425	591	60	contract	contract	NOUN
cblr-3425	591	61	drafter	drafter	NOUN
cblr-3425	591	62	based	base	VERB
cblr-3425	591	63	on	on	ADP
cblr-3425	591	64	whether	whether	SCONJ
cblr-3425	591	65	the	the	DET
cblr-3425	591	66	contract	contract	NOUN
cblr-3425	591	67	did	do	AUX
cblr-3425	591	68	“	"	PUNCT
cblr-3425	591	69	poorly	poorly	ADV
cblr-3425	591	70	”	"	PUNCT
cblr-3425	591	71	or	or	CCONJ
cblr-3425	591	72	not	not	PART
cblr-3425	591	73	.	.	PUNCT
cblr-3425	592	1	191	191	NUM
cblr-3425	592	2	see	see	VERB
cblr-3425	592	3	betts	betts	PROPN
cblr-3425	592	4	&	&	CCONJ
cblr-3425	592	5	jaep	jaep	ADJ
cblr-3425	592	6	,	,	PUNCT
cblr-3425	592	7	supra	supra	PROPN
cblr-3425	592	8	note	note	PROPN
cblr-3425	592	9	160	160	NUM
cblr-3425	592	10	,	,	PUNCT
cblr-3425	592	11	at	at	ADP
cblr-3425	592	12	227	227	NUM
cblr-3425	592	13	(	(	PUNCT
cblr-3425	592	14	noting	note	VERB
cblr-3425	592	15	that	that	SCONJ
cblr-3425	592	16	historically	historically	ADV
cblr-3425	592	17	,	,	PUNCT
cblr-3425	592	18	contract	contract	NOUN
cblr-3425	592	19	automation	automation	NOUN
cblr-3425	592	20	tools	tool	NOUN
cblr-3425	592	21	have	have	AUX
cblr-3425	592	22	been	be	AUX
cblr-3425	592	23	unable	unable	ADJ
cblr-3425	592	24	to	to	PART
cblr-3425	592	25	produce	produce	VERB
cblr-3425	592	26	novel	novel	ADJ
cblr-3425	592	27	contract	contract	NOUN
cblr-3425	592	28	language	language	NOUN
cblr-3425	592	29	)	)	PUNCT
cblr-3425	592	30	.	.	PUNCT
cblr-3425	593	1	192	192	NUM
cblr-3425	593	2	telephone	telephone	NOUN
cblr-3425	593	3	interview	interview	NOUN
cblr-3425	593	4	with	with	ADP
cblr-3425	593	5	legal	legal	ADJ
cblr-3425	593	6	robot	robot	NOUN
cblr-3425	593	7	representative	representative	NOUN
cblr-3425	593	8	,	,	PUNCT
cblr-3425	593	9	supra	supra	PROPN
cblr-3425	593	10	note	note	NOUN
cblr-3425	593	11	120	120	NUM
cblr-3425	593	12	;	;	PUNCT
cblr-3425	593	13	see	see	VERB
cblr-3425	593	14	dominique	dominique	PROPN
cblr-3425	593	15	estival	estival	PROPN
cblr-3425	593	16	,	,	PUNCT
cblr-3425	593	17	chris	chris	PROPN
cblr-3425	593	18	nowak	nowak	PROPN
cblr-3425	593	19	&	&	CCONJ
cblr-3425	593	20	andrew	andrew	PROPN
cblr-3425	593	21	zschorn	zschorn	PROPN
cblr-3425	593	22	,	,	PUNCT
cblr-3425	593	23	towards	towards	ADP
cblr-3425	593	24	ontology	ontology	NOUN
cblr-3425	593	25	-	-	PUNCT
cblr-3425	593	26	based	base	VERB
cblr-3425	593	27	natural	natural	ADJ
cblr-3425	593	28	language	language	NOUN
cblr-3425	593	29	processing	processing	NOUN
cblr-3425	593	30	,	,	PUNCT
cblr-3425	593	31	in	in	ADP
cblr-3425	593	32	proceedings	proceeding	NOUN
cblr-3425	593	33	of	of	ADP
cblr-3425	593	34	the	the	DET
cblr-3425	593	35	workshop	workshop	NOUN
cblr-3425	593	36	on	on	ADP
cblr-3425	593	37	nlp	nlp	NOUN
cblr-3425	593	38	and	and	CCONJ
cblr-3425	593	39	xml	xml	VERB
cblr-3425	593	40	59–66	59–66	NUM
cblr-3425	593	41	(	(	PUNCT
cblr-3425	593	42	2004	2004	NUM
cblr-3425	593	43	)	)	PUNCT
cblr-3425	593	44	.	.	PUNCT
cblr-3425	594	1	no	no	INTJ
cblr-3425	594	2	.	.	NOUN
cblr-3425	594	3	2:621	2:621	NUM
cblr-3425	594	4	]	]	X
cblr-3425	594	5	predictive	predictive	ADJ
cblr-3425	594	6	contracting	contract	VERB
cblr-3425	594	7	671	671	NUM
cblr-3425	594	8	developing	develop	VERB
cblr-3425	594	9	nlp	nlp	NOUN
cblr-3425	594	10	technology	technology	NOUN
cblr-3425	594	11	that	that	PRON
cblr-3425	594	12	deconstructs	deconstruct	VERB
cblr-3425	594	13	contract	contract	NOUN
cblr-3425	594	14	terms	term	NOUN
cblr-3425	594	15	into	into	ADP
cblr-3425	594	16	the	the	DET
cblr-3425	594	17	fundamental	fundamental	ADJ
cblr-3425	594	18	building	building	NOUN
cblr-3425	594	19	blocks	block	NOUN
cblr-3425	594	20	of	of	ADP
cblr-3425	594	21	contract	contract	NOUN
cblr-3425	594	22	language.193	language.193	NOUN
cblr-3425	594	23	a	a	DET
cblr-3425	594	24	predictive	predictive	ADJ
cblr-3425	594	25	contracting	contracting	NOUN
cblr-3425	594	26	system	system	NOUN
cblr-3425	594	27	equipped	equip	VERB
cblr-3425	594	28	with	with	ADP
cblr-3425	594	29	this	this	DET
cblr-3425	594	30	technology	technology	NOUN
cblr-3425	594	31	could	could	AUX
cblr-3425	594	32	identify	identify	VERB
cblr-3425	594	33	connections	connection	NOUN
cblr-3425	594	34	between	between	ADP
cblr-3425	594	35	these	these	DET
cblr-3425	594	36	contract	contract	NOUN
cblr-3425	594	37	subparts	subpart	NOUN
cblr-3425	594	38	and	and	CCONJ
cblr-3425	594	39	various	various	ADJ
cblr-3425	594	40	contract	contract	NOUN
cblr-3425	594	41	outcomes	outcome	NOUN
cblr-3425	594	42	.	.	PUNCT
cblr-3425	595	1	contract	contract	NOUN
cblr-3425	595	2	drafters	drafter	NOUN
cblr-3425	595	3	could	could	AUX
cblr-3425	595	4	use	use	VERB
cblr-3425	595	5	this	this	DET
cblr-3425	595	6	information	information	NOUN
cblr-3425	595	7	during	during	ADP
cblr-3425	595	8	the	the	DET
cblr-3425	595	9	contract	contract	NOUN
cblr-3425	595	10	innovation	innovation	NOUN
cblr-3425	595	11	process	process	NOUN
cblr-3425	595	12	to	to	PART
cblr-3425	595	13	have	have	VERB
cblr-3425	595	14	an	an	DET
cblr-3425	595	15	understanding	understanding	NOUN
cblr-3425	595	16	ex	ex	PRON
cblr-3425	595	17	ante	ante	NOUN
cblr-3425	595	18	of	of	ADP
cblr-3425	595	19	the	the	DET
cblr-3425	595	20	potential	potential	ADJ
cblr-3425	595	21	effects	effect	NOUN
cblr-3425	595	22	of	of	ADP
cblr-3425	595	23	a	a	DET
cblr-3425	595	24	new	new	ADJ
cblr-3425	595	25	term	term	NOUN
cblr-3425	595	26	.	.	PUNCT
cblr-3425	596	1	figure	figure	NOUN
cblr-3425	596	2	2	2	NUM
cblr-3425	596	3	shows	show	VERB
cblr-3425	596	4	an	an	DET
cblr-3425	596	5	example	example	NOUN
cblr-3425	596	6	of	of	ADP
cblr-3425	596	7	this	this	DET
cblr-3425	596	8	process	process	NOUN
cblr-3425	596	9	.	.	PUNCT
cblr-3425	597	1	figure	figure	VERB
cblr-3425	597	2	2	2	NUM
cblr-3425	597	3	:	:	PUNCT
cblr-3425	597	4	innovation	innovation	NOUN
cblr-3425	597	5	example	example	NOUN
cblr-3425	597	6	as	as	SCONJ
cblr-3425	597	7	can	can	AUX
cblr-3425	597	8	be	be	AUX
cblr-3425	597	9	seen	see	VERB
cblr-3425	597	10	in	in	ADP
cblr-3425	597	11	figure	figure	NOUN
cblr-3425	597	12	2	2	NUM
cblr-3425	597	13	,	,	PUNCT
cblr-3425	597	14	a	a	DET
cblr-3425	597	15	predictive	predictive	ADJ
cblr-3425	597	16	contracting	contracting	NOUN
cblr-3425	597	17	system	system	NOUN
cblr-3425	597	18	equipped	equip	VERB
cblr-3425	597	19	with	with	ADP
cblr-3425	597	20	ontological	ontological	ADJ
cblr-3425	597	21	nlp	nlp	NOUN
cblr-3425	597	22	technology	technology	NOUN
cblr-3425	597	23	can	can	AUX
cblr-3425	597	24	deconstruct	deconstruct	VERB
cblr-3425	597	25	two	two	NUM
cblr-3425	597	26	terms	term	NOUN
cblr-3425	597	27	,	,	PUNCT
cblr-3425	597	28	term	term	NOUN
cblr-3425	597	29	1	1	NUM
cblr-3425	597	30	and	and	CCONJ
cblr-3425	597	31	term	term	NOUN
cblr-3425	597	32	2	2	NUM
cblr-3425	597	33	,	,	PUNCT
cblr-3425	597	34	into	into	ADP
cblr-3425	597	35	their	their	PRON
cblr-3425	597	36	constituent	constituent	NOUN
cblr-3425	597	37	subparts	subpart	NOUN
cblr-3425	597	38	.	.	PUNCT
cblr-3425	598	1	term	term	NOUN
cblr-3425	598	2	1	1	NUM
cblr-3425	598	3	is	be	AUX
cblr-3425	598	4	comprised	comprise	VERB
cblr-3425	598	5	of	of	ADP
cblr-3425	598	6	subparts	subpart	NOUN
cblr-3425	598	7	a	a	DET
cblr-3425	598	8	,	,	PUNCT
cblr-3425	598	9	b	b	NOUN
cblr-3425	598	10	,	,	PUNCT
cblr-3425	598	11	and	and	CCONJ
cblr-3425	598	12	c	c	NOUN
cblr-3425	598	13	and	and	CCONJ
cblr-3425	598	14	term	term	NOUN
cblr-3425	598	15	2	2	NUM
cblr-3425	598	16	is	be	AUX
cblr-3425	598	17	comprised	comprise	VERB
cblr-3425	598	18	of	of	ADP
cblr-3425	598	19	subparts	subpart	NOUN
cblr-3425	598	20	a	a	DET
cblr-3425	598	21	,	,	PUNCT
cblr-3425	598	22	d	d	NOUN
cblr-3425	598	23	,	,	PUNCT
cblr-3425	598	24	and	and	CCONJ
cblr-3425	598	25	e.	e.	PROPN
cblr-3425	598	26	a	a	DET
cblr-3425	598	27	contract	contract	NOUN
cblr-3425	598	28	drafter	drafter	NOUN
cblr-3425	598	29	is	be	AUX
cblr-3425	598	30	considering	consider	VERB
cblr-3425	598	31	using	use	VERB
cblr-3425	598	32	a	a	DET
cblr-3425	598	33	new	new	ADJ
cblr-3425	598	34	term	term	NOUN
cblr-3425	598	35	,	,	PUNCT
cblr-3425	598	36	term	term	NOUN
cblr-3425	598	37	3	3	NUM
cblr-3425	598	38	,	,	PUNCT
cblr-3425	598	39	that	that	PRON
cblr-3425	598	40	is	be	AUX
cblr-3425	598	41	comprised	comprise	VERB
cblr-3425	598	42	of	of	ADP
cblr-3425	598	43	subparts	subpart	NOUN
cblr-3425	598	44	a	a	DET
cblr-3425	598	45	,	,	PUNCT
cblr-3425	598	46	b	b	NOUN
cblr-3425	598	47	,	,	PUNCT
cblr-3425	598	48	d	d	NOUN
cblr-3425	598	49	,	,	PUNCT
cblr-3425	598	50	and	and	CCONJ
cblr-3425	598	51	e.	e.	PROPN
cblr-3425	598	52	based	base	VERB
cblr-3425	598	53	on	on	ADP
cblr-3425	598	54	prior	prior	ADJ
cblr-3425	598	55	use	use	NOUN
cblr-3425	598	56	of	of	ADP
cblr-3425	598	57	terms	term	NOUN
cblr-3425	598	58	1	1	NUM
cblr-3425	598	59	and	and	CCONJ
cblr-3425	598	60	2	2	NUM
cblr-3425	598	61	,	,	PUNCT
cblr-3425	598	62	the	the	DET
cblr-3425	598	63	predictive	predictive	ADJ
cblr-3425	598	64	contracting	contracting	NOUN
cblr-3425	598	65	system	system	NOUN
cblr-3425	598	66	can	can	AUX
cblr-3425	598	67	provide	provide	VERB
cblr-3425	598	68	the	the	DET
cblr-3425	598	69	contract	contract	NOUN
cblr-3425	598	70	drafter	drafter	NOUN
cblr-3425	598	71	with	with	ADP
cblr-3425	598	72	information	information	NOUN
cblr-3425	598	73	on	on	ADP
cblr-3425	598	74	connections	connection	NOUN
cblr-3425	598	75	between	between	ADP
cblr-3425	598	76	the	the	DET
cblr-3425	598	77	subparts	subpart	NOUN
cblr-3425	598	78	that	that	PRON
cblr-3425	598	79	make	make	VERB
cblr-3425	598	80	up	up	ADP
cblr-3425	598	81	term	term	NOUN
cblr-3425	598	82	3	3	NUM
cblr-3425	598	83	and	and	CCONJ
cblr-3425	598	84	various	various	ADJ
cblr-3425	598	85	contract	contract	NOUN
cblr-3425	598	86	193	193	NUM
cblr-3425	598	87	telephone	telephone	NOUN
cblr-3425	598	88	interview	interview	NOUN
cblr-3425	598	89	with	with	ADP
cblr-3425	598	90	legal	legal	ADJ
cblr-3425	598	91	robot	robot	NOUN
cblr-3425	598	92	representative	representative	NOUN
cblr-3425	598	93	,	,	PUNCT
cblr-3425	598	94	supra	supra	PROPN
cblr-3425	598	95	note	note	NOUN
cblr-3425	598	96	120	120	NUM
cblr-3425	598	97	.	.	PUNCT
cblr-3425	598	98	672	672	NUM
cblr-3425	598	99	columbia	columbia	PROPN
cblr-3425	598	100	business	business	NOUN
cblr-3425	598	101	law	law	NOUN
cblr-3425	598	102	review	review	NOUN
cblr-3425	599	1	[	[	X
cblr-3425	599	2	vol	vol	NOUN
cblr-3425	599	3	.	.	NOUN
cblr-3425	599	4	2019	2019	NUM
cblr-3425	599	5	outcomes	outcome	NOUN
cblr-3425	599	6	.	.	PUNCT
cblr-3425	600	1	this	this	DET
cblr-3425	600	2	information	information	NOUN
cblr-3425	600	3	can	can	AUX
cblr-3425	600	4	help	help	VERB
cblr-3425	600	5	the	the	DET
cblr-3425	600	6	contract	contract	NOUN
cblr-3425	600	7	drafter	drafter	NOUN
cblr-3425	600	8	understand	understand	VERB
cblr-3425	600	9	the	the	DET
cblr-3425	600	10	likely	likely	ADJ
cblr-3425	600	11	effects	effect	NOUN
cblr-3425	600	12	of	of	ADP
cblr-3425	600	13	term	term	NOUN
cblr-3425	600	14	3	3	NUM
cblr-3425	600	15	on	on	ADP
cblr-3425	600	16	relevant	relevant	ADJ
cblr-3425	600	17	outcomes	outcome	NOUN
cblr-3425	600	18	.	.	PUNCT
cblr-3425	601	1	for	for	ADP
cblr-3425	601	2	example	example	NOUN
cblr-3425	601	3	,	,	PUNCT
cblr-3425	601	4	the	the	DET
cblr-3425	601	5	drafter	drafter	NOUN
cblr-3425	601	6	may	may	AUX
cblr-3425	601	7	be	be	AUX
cblr-3425	601	8	particularly	particularly	ADV
cblr-3425	601	9	concerned	concerned	ADJ
cblr-3425	601	10	with	with	ADP
cblr-3425	601	11	the	the	DET
cblr-3425	601	12	likelihood	likelihood	NOUN
cblr-3425	601	13	of	of	ADP
cblr-3425	601	14	term	term	NOUN
cblr-3425	601	15	3	3	NUM
cblr-3425	601	16	resulting	result	VERB
cblr-3425	601	17	in	in	ADP
cblr-3425	601	18	litigation	litigation	NOUN
cblr-3425	601	19	and	and	CCONJ
cblr-3425	601	20	can	can	AUX
cblr-3425	601	21	therefore	therefore	ADV
cblr-3425	601	22	examine	examine	VERB
cblr-3425	601	23	the	the	DET
cblr-3425	601	24	connections	connection	NOUN
cblr-3425	601	25	between	between	ADP
cblr-3425	601	26	subparts	subpart	NOUN
cblr-3425	601	27	a	a	PRON
cblr-3425	601	28	,	,	PUNCT
cblr-3425	601	29	b	b	NOUN
cblr-3425	601	30	,	,	PUNCT
cblr-3425	601	31	d	d	NOUN
cblr-3425	601	32	,	,	PUNCT
cblr-3425	601	33	and	and	CCONJ
cblr-3425	601	34	e	e	NOUN
cblr-3425	601	35	and	and	CCONJ
cblr-3425	601	36	litigation	litigation	NOUN
cblr-3425	601	37	outcomes	outcome	NOUN
cblr-3425	601	38	.	.	PUNCT
cblr-3425	602	1	the	the	DET
cblr-3425	602	2	predictive	predictive	ADJ
cblr-3425	602	3	contracting	contracting	NOUN
cblr-3425	602	4	system	system	NOUN
cblr-3425	602	5	enables	enable	VERB
cblr-3425	602	6	the	the	DET
cblr-3425	602	7	contract	contract	NOUN
cblr-3425	602	8	drafter	drafter	NOUN
cblr-3425	602	9	to	to	PART
cblr-3425	602	10	predict	predict	VERB
cblr-3425	602	11	potential	potential	ADJ
cblr-3425	602	12	effects	effect	NOUN
cblr-3425	602	13	of	of	ADP
cblr-3425	602	14	an	an	DET
cblr-3425	602	15	innovative	innovative	ADJ
cblr-3425	602	16	term	term	NOUN
cblr-3425	602	17	.	.	PUNCT
cblr-3425	603	1	third	third	ADJ
cblr-3425	603	2	,	,	PUNCT
cblr-3425	603	3	predictive	predictive	ADJ
cblr-3425	603	4	contracting	contracting	NOUN
cblr-3425	603	5	can	can	AUX
cblr-3425	603	6	enable	enable	VERB
cblr-3425	603	7	contractual	contractual	ADJ
cblr-3425	603	8	experimentation	experimentation	NOUN
cblr-3425	603	9	.	.	PUNCT
cblr-3425	604	1	if	if	SCONJ
cblr-3425	604	2	a	a	DET
cblr-3425	604	3	company	company	NOUN
cblr-3425	604	4	engages	engage	VERB
cblr-3425	604	5	in	in	ADP
cblr-3425	604	6	a	a	DET
cblr-3425	604	7	sufficiently	sufficiently	ADV
cblr-3425	604	8	large	large	ADJ
cblr-3425	604	9	volume	volume	NOUN
cblr-3425	604	10	of	of	ADP
cblr-3425	604	11	contracting	contracting	NOUN
cblr-3425	604	12	,	,	PUNCT
cblr-3425	604	13	it	it	PRON
cblr-3425	604	14	can	can	AUX
cblr-3425	604	15	use	use	VERB
cblr-3425	604	16	predictive	predictive	ADJ
cblr-3425	604	17	contracting	contracting	NOUN
cblr-3425	604	18	to	to	ADP
cblr-3425	604	19	“	"	PUNCT
cblr-3425	604	20	a	a	PROPN
cblr-3425	604	21	/	/	SYM
cblr-3425	604	22	b	b	NOUN
cblr-3425	604	23	test	test	NOUN
cblr-3425	604	24	”	"	PUNCT
cblr-3425	604	25	a	a	DET
cblr-3425	604	26	new	new	ADJ
cblr-3425	604	27	contract	contract	NOUN
cblr-3425	604	28	term	term	NOUN
cblr-3425	604	29	or	or	CCONJ
cblr-3425	604	30	set	set	NOUN
cblr-3425	604	31	of	of	ADP
cblr-3425	604	32	terms	term	NOUN
cblr-3425	604	33	.	.	PUNCT
cblr-3425	605	1	for	for	ADP
cblr-3425	605	2	example	example	NOUN
cblr-3425	605	3	,	,	PUNCT
cblr-3425	605	4	assume	assume	VERB
cblr-3425	605	5	a	a	DET
cblr-3425	605	6	company	company	NOUN
cblr-3425	605	7	currently	currently	ADV
cblr-3425	605	8	uses	use	VERB
cblr-3425	605	9	version	version	NOUN
cblr-3425	605	10	a	a	PRON
cblr-3425	605	11	of	of	ADP
cblr-3425	605	12	a	a	DET
cblr-3425	605	13	term	term	NOUN
cblr-3425	605	14	but	but	CCONJ
cblr-3425	605	15	is	be	AUX
cblr-3425	605	16	interested	interested	ADJ
cblr-3425	605	17	in	in	ADP
cblr-3425	605	18	potentially	potentially	ADV
cblr-3425	605	19	using	use	VERB
cblr-3425	605	20	version	version	NOUN
cblr-3425	605	21	b.	b.	PROPN
cblr-3425	605	22	using	use	VERB
cblr-3425	605	23	predictive	predictive	ADJ
cblr-3425	605	24	contracting	contracting	NOUN
cblr-3425	605	25	technology	technology	NOUN
cblr-3425	605	26	,	,	PUNCT
cblr-3425	605	27	the	the	DET
cblr-3425	605	28	company	company	NOUN
cblr-3425	605	29	could	could	AUX
cblr-3425	605	30	run	run	VERB
cblr-3425	605	31	a	a	DET
cblr-3425	605	32	controlled	control	VERB
cblr-3425	605	33	experiment	experiment	NOUN
cblr-3425	605	34	in	in	ADP
cblr-3425	605	35	which	which	PRON
cblr-3425	605	36	it	it	PRON
cblr-3425	605	37	randomly	randomly	ADV
cblr-3425	605	38	assigns	assign	VERB
cblr-3425	605	39	version	version	NOUN
cblr-3425	605	40	a	a	DET
cblr-3425	605	41	to	to	ADP
cblr-3425	605	42	one	one	NUM
cblr-3425	605	43	set	set	NOUN
cblr-3425	605	44	of	of	ADP
cblr-3425	605	45	contracts	contract	NOUN
cblr-3425	605	46	and	and	CCONJ
cblr-3425	605	47	version	version	NOUN
cblr-3425	605	48	b	b	PROPN
cblr-3425	605	49	to	to	ADP
cblr-3425	605	50	another	another	DET
cblr-3425	605	51	set	set	NOUN
cblr-3425	605	52	.	.	PUNCT
cblr-3425	606	1	the	the	DET
cblr-3425	606	2	company	company	NOUN
cblr-3425	606	3	can	can	AUX
cblr-3425	606	4	then	then	ADV
cblr-3425	606	5	track	track	VERB
cblr-3425	606	6	the	the	DET
cblr-3425	606	7	effects	effect	NOUN
cblr-3425	606	8	of	of	ADP
cblr-3425	606	9	versions	version	NOUN
cblr-3425	606	10	a	a	PRON
cblr-3425	606	11	and	and	CCONJ
cblr-3425	606	12	b	b	NOUN
cblr-3425	606	13	on	on	ADP
cblr-3425	606	14	outcomes	outcome	NOUN
cblr-3425	606	15	of	of	ADP
cblr-3425	606	16	interest	interest	NOUN
cblr-3425	606	17	.	.	PUNCT
cblr-3425	607	1	3	3	X
cblr-3425	607	2	.	.	X
cblr-3425	607	3	completeness	completeness	NOUN
cblr-3425	607	4	contracts	contract	NOUN
cblr-3425	607	5	are	be	AUX
cblr-3425	607	6	frequently	frequently	ADV
cblr-3425	607	7	described	describe	VERB
cblr-3425	607	8	as	as	ADP
cblr-3425	607	9	a	a	DET
cblr-3425	607	10	set	set	NOUN
cblr-3425	607	11	of	of	ADP
cblr-3425	607	12	conditional	conditional	ADJ
cblr-3425	607	13	directions	direction	NOUN
cblr-3425	607	14	that	that	PRON
cblr-3425	607	15	specify	specify	VERB
cblr-3425	607	16	the	the	DET
cblr-3425	607	17	obligations	obligation	NOUN
cblr-3425	607	18	of	of	ADP
cblr-3425	607	19	the	the	DET
cblr-3425	607	20	parties	party	NOUN
cblr-3425	607	21	with	with	ADP
cblr-3425	607	22	respect	respect	NOUN
cblr-3425	607	23	to	to	ADP
cblr-3425	607	24	one	one	NUM
cblr-3425	607	25	another	another	DET
cblr-3425	607	26	in	in	ADP
cblr-3425	607	27	a	a	DET
cblr-3425	607	28	variety	variety	NOUN
cblr-3425	607	29	of	of	ADP
cblr-3425	607	30	contingent	contingent	ADJ
cblr-3425	607	31	future	future	ADJ
cblr-3425	607	32	states.194	states.194	PROPN
cblr-3425	607	33	based	base	VERB
cblr-3425	607	34	on	on	ADP
cblr-3425	607	35	this	this	DET
cblr-3425	607	36	view	view	NOUN
cblr-3425	607	37	,	,	PUNCT
cblr-3425	607	38	the	the	DET
cblr-3425	607	39	ideal	ideal	ADJ
cblr-3425	607	40	contract	contract	NOUN
cblr-3425	607	41	is	be	AUX
cblr-3425	607	42	a	a	DET
cblr-3425	607	43	“	"	PUNCT
cblr-3425	607	44	complete	complete	ADJ
cblr-3425	607	45	contingent	contingent	NOUN
cblr-3425	607	46	”	"	PUNCT
cblr-3425	607	47	contract	contract	NOUN
cblr-3425	607	48	,	,	PUNCT
cblr-3425	607	49	one	one	NOUN
cblr-3425	607	50	that	that	PRON
cblr-3425	607	51	contains	contain	VERB
cblr-3425	607	52	directions	direction	NOUN
cblr-3425	607	53	for	for	ADP
cblr-3425	607	54	every	every	DET
cblr-3425	607	55	possible	possible	ADJ
cblr-3425	607	56	future	future	ADJ
cblr-3425	607	57	state	state	NOUN
cblr-3425	607	58	of	of	ADP
cblr-3425	607	59	the	the	DET
cblr-3425	607	60	world.195	world.195	NOUN
cblr-3425	607	61	despite	despite	SCONJ
cblr-3425	607	62	the	the	DET
cblr-3425	607	63	appeal	appeal	NOUN
cblr-3425	607	64	of	of	ADP
cblr-3425	607	65	contractual	contractual	ADJ
cblr-3425	607	66	completeness	completeness	NOUN
cblr-3425	607	67	,	,	PUNCT
cblr-3425	607	68	real	real	ADJ
cblr-3425	607	69	-	-	PUNCT
cblr-3425	607	70	world	world	NOUN
cblr-3425	607	71	contracts	contract	NOUN
cblr-3425	607	72	are	be	AUX
cblr-3425	607	73	incomplete	incomplete	ADJ
cblr-3425	607	74	because	because	SCONJ
cblr-3425	607	75	they	they	PRON
cblr-3425	607	76	do	do	AUX
cblr-3425	607	77	not	not	PART
cblr-3425	607	78	account	account	VERB
cblr-3425	607	79	for	for	ADP
cblr-3425	607	80	all	all	DET
cblr-3425	607	81	potential	potential	ADJ
cblr-3425	607	82	contingencies.196	contingencies.196	PROPN
cblr-3425	607	83	194	194	NUM
cblr-3425	607	84	see	see	VERB
cblr-3425	607	85	anderlini	anderlini	PROPN
cblr-3425	607	86	&	&	CCONJ
cblr-3425	607	87	felli	felli	PROPN
cblr-3425	607	88	,	,	PUNCT
cblr-3425	607	89	supra	supra	PROPN
cblr-3425	607	90	note	note	PROPN
cblr-3425	607	91	18	18	NUM
cblr-3425	607	92	,	,	PUNCT
cblr-3425	607	93	at	at	ADP
cblr-3425	607	94	4	4	NUM
cblr-3425	607	95	(	(	PUNCT
cblr-3425	607	96	modeling	model	VERB
cblr-3425	607	97	contracts	contract	NOUN
cblr-3425	607	98	as	as	ADP
cblr-3425	607	99	algorithmic	algorithmic	ADJ
cblr-3425	607	100	maps	map	NOUN
cblr-3425	607	101	that	that	PRON
cblr-3425	607	102	connect	connect	VERB
cblr-3425	607	103	contingent	contingent	NOUN
cblr-3425	607	104	states	state	NOUN
cblr-3425	607	105	with	with	ADP
cblr-3425	607	106	the	the	DET
cblr-3425	607	107	actions	action	NOUN
cblr-3425	607	108	to	to	PART
cblr-3425	607	109	be	be	AUX
cblr-3425	607	110	taken	take	VERB
cblr-3425	607	111	if	if	SCONJ
cblr-3425	607	112	those	those	DET
cblr-3425	607	113	states	state	NOUN
cblr-3425	607	114	occur	occur	VERB
cblr-3425	607	115	)	)	PUNCT
cblr-3425	607	116	;	;	PUNCT
cblr-3425	607	117	goetz	goetz	PROPN
cblr-3425	607	118	&	&	CCONJ
cblr-3425	607	119	scott	scott	PROPN
cblr-3425	607	120	,	,	PUNCT
cblr-3425	607	121	supra	supra	PROPN
cblr-3425	607	122	note	note	PROPN
cblr-3425	607	123	15	15	NUM
cblr-3425	607	124	,	,	PUNCT
cblr-3425	607	125	at	at	ADP
cblr-3425	607	126	264	264	NUM
cblr-3425	607	127	(	(	PUNCT
cblr-3425	607	128	noting	note	VERB
cblr-3425	607	129	that	that	SCONJ
cblr-3425	607	130	the	the	DET
cblr-3425	607	131	key	key	ADJ
cblr-3425	607	132	feature	feature	NOUN
cblr-3425	607	133	of	of	ADP
cblr-3425	607	134	a	a	DET
cblr-3425	607	135	contract	contract	NOUN
cblr-3425	607	136	is	be	AUX
cblr-3425	607	137	the	the	DET
cblr-3425	607	138	ability	ability	NOUN
cblr-3425	607	139	to	to	PART
cblr-3425	607	140	specify	specify	VERB
cblr-3425	607	141	directions	direction	NOUN
cblr-3425	607	142	for	for	ADP
cblr-3425	607	143	future	future	ADJ
cblr-3425	607	144	contingencies	contingency	NOUN
cblr-3425	607	145	)	)	PUNCT
cblr-3425	607	146	;	;	PUNCT
cblr-3425	607	147	schwartz	schwartz	PROPN
cblr-3425	607	148	&	&	CCONJ
cblr-3425	607	149	scott	scott	PROPN
cblr-3425	607	150	,	,	PUNCT
cblr-3425	607	151	supra	supra	PROPN
cblr-3425	607	152	note	note	NOUN
cblr-3425	607	153	9	9	NUM
cblr-3425	607	154	,	,	PUNCT
cblr-3425	607	155	at	at	ADP
cblr-3425	607	156	557	557	NUM
cblr-3425	607	157	(	(	PUNCT
cblr-3425	607	158	highlighting	highlight	VERB
cblr-3425	607	159	the	the	DET
cblr-3425	607	160	“	"	PUNCT
cblr-3425	607	161	intertemporal	intertemporal	ADJ
cblr-3425	607	162	”	"	PUNCT
cblr-3425	607	163	nature	nature	NOUN
cblr-3425	607	164	of	of	ADP
cblr-3425	607	165	contracts	contract	NOUN
cblr-3425	607	166	)	)	PUNCT
cblr-3425	607	167	;	;	PUNCT
cblr-3425	607	168	scott	scott	PROPN
cblr-3425	607	169	&	&	CCONJ
cblr-3425	607	170	triantis	triantis	PROPN
cblr-3425	607	171	,	,	PUNCT
cblr-3425	607	172	supra	supra	PROPN
cblr-3425	607	173	note	note	PROPN
cblr-3425	607	174	16	16	NUM
cblr-3425	607	175	,	,	PUNCT
cblr-3425	607	176	at	at	ADP
cblr-3425	607	177	188	188	NUM
cblr-3425	607	178	(	(	PUNCT
cblr-3425	607	179	defining	define	VERB
cblr-3425	607	180	a	a	DET
cblr-3425	607	181	contract	contract	NOUN
cblr-3425	607	182	as	as	ADP
cblr-3425	607	183	a	a	DET
cblr-3425	607	184	legally	legally	ADV
cblr-3425	607	185	binding	binding	ADJ
cblr-3425	607	186	promise	promise	NOUN
cblr-3425	607	187	to	to	PART
cblr-3425	607	188	act	act	VERB
cblr-3425	607	189	in	in	ADP
cblr-3425	607	190	the	the	DET
cblr-3425	607	191	future	future	NOUN
cblr-3425	607	192	)	)	PUNCT
cblr-3425	607	193	.	.	PUNCT
cblr-3425	608	1	195	195	NUM
cblr-3425	608	2	see	see	VERB
cblr-3425	608	3	goetz	goetz	PROPN
cblr-3425	608	4	&	&	CCONJ
cblr-3425	608	5	scott	scott	PROPN
cblr-3425	608	6	,	,	PUNCT
cblr-3425	608	7	supra	supra	PROPN
cblr-3425	608	8	note	note	PROPN
cblr-3425	608	9	15	15	NUM
cblr-3425	608	10	,	,	PUNCT
cblr-3425	608	11	at	at	ADP
cblr-3425	608	12	267	267	NUM
cblr-3425	608	13	;	;	PUNCT
cblr-3425	608	14	williamson	williamson	PROPN
cblr-3425	608	15	,	,	PUNCT
cblr-3425	608	16	supra	supra	PROPN
cblr-3425	608	17	note	note	PROPN
cblr-3425	608	18	25	25	NUM
cblr-3425	608	19	,	,	PUNCT
cblr-3425	608	20	at	at	ADP
cblr-3425	608	21	236	236	NUM
cblr-3425	608	22	.	.	PUNCT
cblr-3425	608	23	196	196	NUM
cblr-3425	608	24	see	see	VERB
cblr-3425	608	25	generally	generally	ADV
cblr-3425	608	26	anderlini	anderlini	PROPN
cblr-3425	608	27	&	&	CCONJ
cblr-3425	608	28	felli	felli	PROPN
cblr-3425	608	29	,	,	PUNCT
cblr-3425	608	30	supra	supra	PROPN
cblr-3425	608	31	note	note	PROPN
cblr-3425	608	32	18	18	NUM
cblr-3425	608	33	;	;	PUNCT
cblr-3425	608	34	ian	ian	PROPN
cblr-3425	608	35	ayres	ayres	PROPN
cblr-3425	608	36	&	&	CCONJ
cblr-3425	608	37	robert	robert	PROPN
cblr-3425	608	38	gertner	gertner	PROPN
cblr-3425	608	39	,	,	PUNCT
cblr-3425	608	40	filling	fill	VERB
cblr-3425	608	41	gaps	gap	NOUN
cblr-3425	608	42	in	in	ADP
cblr-3425	608	43	incomplete	incomplete	ADJ
cblr-3425	608	44	contracts	contract	NOUN
cblr-3425	608	45	:	:	PUNCT
cblr-3425	608	46	an	an	DET
cblr-3425	608	47	economic	economic	ADJ
cblr-3425	608	48	theory	theory	NOUN
cblr-3425	608	49	of	of	ADP
cblr-3425	608	50	no	no	PROPN
cblr-3425	608	51	.	.	PROPN
cblr-3425	608	52	2:621	2:621	NUM
cblr-3425	608	53	]	]	X
cblr-3425	608	54	predictive	predictive	ADJ
cblr-3425	608	55	contracting	contracting	NOUN
cblr-3425	608	56	673	673	NUM
cblr-3425	608	57	while	while	SCONJ
cblr-3425	608	58	the	the	DET
cblr-3425	608	59	contracts	contract	NOUN
cblr-3425	608	60	literature	literature	NOUN
cblr-3425	608	61	provides	provide	VERB
cblr-3425	608	62	multiple	multiple	ADJ
cblr-3425	608	63	explanations	explanation	NOUN
cblr-3425	608	64	for	for	ADP
cblr-3425	608	65	contractual	contractual	ADJ
cblr-3425	608	66	incompleteness,197	incompleteness,197	NOUN
cblr-3425	608	67	by	by	ADP
cblr-3425	608	68	far	far	ADV
cblr-3425	608	69	the	the	DET
cblr-3425	608	70	most	most	ADV
cblr-3425	608	71	common	common	ADJ
cblr-3425	608	72	explanation	explanation	NOUN
cblr-3425	608	73	is	be	AUX
cblr-3425	608	74	that	that	SCONJ
cblr-3425	608	75	there	there	PRON
cblr-3425	608	76	are	be	VERB
cblr-3425	608	77	too	too	ADV
cblr-3425	608	78	many	many	ADJ
cblr-3425	608	79	potential	potential	ADJ
cblr-3425	608	80	contingencies	contingency	NOUN
cblr-3425	608	81	for	for	ADP
cblr-3425	608	82	contract	contract	NOUN
cblr-3425	608	83	drafters	drafter	NOUN
cblr-3425	608	84	to	to	PART
cblr-3425	608	85	feasibly	feasibly	ADV
cblr-3425	608	86	design	design	VERB
cblr-3425	608	87	contracts	contract	NOUN
cblr-3425	608	88	that	that	PRON
cblr-3425	608	89	account	account	VERB
cblr-3425	608	90	for	for	ADP
cblr-3425	608	91	all	all	DET
cblr-3425	608	92	future	future	ADJ
cblr-3425	608	93	states.198	states.198	PROPN
cblr-3425	608	94	as	as	ADP
cblr-3425	608	95	a	a	DET
cblr-3425	608	96	result	result	NOUN
cblr-3425	608	97	,	,	PUNCT
cblr-3425	608	98	contracts	contract	NOUN
cblr-3425	608	99	are	be	AUX
cblr-3425	608	100	often	often	ADV
cblr-3425	608	101	incomplete	incomplete	ADJ
cblr-3425	608	102	,	,	PUNCT
cblr-3425	608	103	especially	especially	ADV
cblr-3425	608	104	with	with	ADP
cblr-3425	608	105	respect	respect	NOUN
cblr-3425	608	106	to	to	ADP
cblr-3425	608	107	low	low	ADJ
cblr-3425	608	108	-	-	PUNCT
cblr-3425	608	109	likelihood	likelihood	NOUN
cblr-3425	608	110	contingencies.199	contingencies.199	NOUN
cblr-3425	608	111	default	default	NOUN
cblr-3425	608	112	rules	rule	NOUN
cblr-3425	608	113	,	,	PUNCT
cblr-3425	608	114	99	99	NUM
cblr-3425	608	115	yale	yale	PROPN
cblr-3425	608	116	l.j	l.j	PROPN
cblr-3425	608	117	.	.	PROPN
cblr-3425	608	118	87	87	NUM
cblr-3425	608	119	(	(	PUNCT
cblr-3425	608	120	1989	1989	NUM
cblr-3425	608	121	)	)	PUNCT
cblr-3425	608	122	;	;	PUNCT
cblr-3425	608	123	choi	choi	NOUN
cblr-3425	608	124	&	&	CCONJ
cblr-3425	608	125	gulati	gulati	PROPN
cblr-3425	608	126	,	,	PUNCT
cblr-3425	608	127	supra	supra	PROPN
cblr-3425	608	128	note	note	PROPN
cblr-3425	608	129	82	82	NUM
cblr-3425	608	130	;	;	PUNCT
cblr-3425	608	131	claire	claire	PROPN
cblr-3425	608	132	a.	a.	PROPN
cblr-3425	608	133	hill	hill	PROPN
cblr-3425	608	134	,	,	PUNCT
cblr-3425	608	135	bargaining	bargain	VERB
cblr-3425	608	136	in	in	ADP
cblr-3425	608	137	the	the	DET
cblr-3425	608	138	shadow	shadow	NOUN
cblr-3425	608	139	of	of	ADP
cblr-3425	608	140	the	the	DET
cblr-3425	608	141	lawsuit	lawsuit	NOUN
cblr-3425	608	142	:	:	PUNCT
cblr-3425	608	143	a	a	DET
cblr-3425	608	144	social	social	ADJ
cblr-3425	608	145	norms	norm	NOUN
cblr-3425	608	146	theory	theory	NOUN
cblr-3425	608	147	of	of	ADP
cblr-3425	608	148	incomplete	incomplete	ADJ
cblr-3425	608	149	contracts	contract	NOUN
cblr-3425	608	150	,	,	PUNCT
cblr-3425	608	151	34	34	NUM
cblr-3425	608	152	del	del	PROPN
cblr-3425	608	153	.	.	PROPN
cblr-3425	608	154	j.	j.	PROPN
cblr-3425	608	155	corp	corp	PROPN
cblr-3425	608	156	.	.	PROPN
cblr-3425	608	157	l.	l.	PROPN
cblr-3425	609	1	191	191	NUM
cblr-3425	610	1	(	(	PUNCT
cblr-3425	610	2	2009	2009	NUM
cblr-3425	610	3	)	)	PUNCT
cblr-3425	611	1	;	;	PUNCT
cblr-3425	611	2	choi	choi	NOUN
cblr-3425	611	3	&	&	CCONJ
cblr-3425	611	4	triantis	triantis	PROPN
cblr-3425	611	5	,	,	PUNCT
cblr-3425	611	6	supra	supra	PROPN
cblr-3425	611	7	note	note	PROPN
cblr-3425	611	8	81	81	NUM
cblr-3425	611	9	;	;	PUNCT
cblr-3425	611	10	katz	katz	PROPN
cblr-3425	611	11	,	,	PUNCT
cblr-3425	611	12	supra	supra	PROPN
cblr-3425	611	13	note	note	PROPN
cblr-3425	611	14	18	18	NUM
cblr-3425	611	15	;	;	PUNCT
cblr-3425	611	16	schwartz	schwartz	PROPN
cblr-3425	611	17	&	&	CCONJ
cblr-3425	611	18	scott	scott	PROPN
cblr-3425	611	19	,	,	PUNCT
cblr-3425	611	20	supra	supra	PROPN
cblr-3425	611	21	note	note	PROPN
cblr-3425	611	22	9	9	NUM
cblr-3425	611	23	;	;	PUNCT
cblr-3425	611	24	scott	scott	PROPN
cblr-3425	611	25	&	&	CCONJ
cblr-3425	611	26	triantis	triantis	PROPN
cblr-3425	611	27	,	,	PUNCT
cblr-3425	611	28	supra	supra	PROPN
cblr-3425	611	29	note	note	PROPN
cblr-3425	611	30	19	19	NUM
cblr-3425	611	31	;	;	PUNCT
cblr-3425	611	32	scott	scott	PROPN
cblr-3425	611	33	&	&	CCONJ
cblr-3425	611	34	triantis	triantis	PROPN
cblr-3425	611	35	,	,	PUNCT
cblr-3425	611	36	supra	supra	PROPN
cblr-3425	611	37	note	note	NOUN
cblr-3425	611	38	16	16	NUM
cblr-3425	611	39	.	.	NOUN
cblr-3425	611	40	197	197	NUM
cblr-3425	611	41	for	for	ADP
cblr-3425	611	42	a	a	DET
cblr-3425	611	43	good	good	ADJ
cblr-3425	611	44	literature	literature	NOUN
cblr-3425	611	45	summary	summary	NOUN
cblr-3425	611	46	of	of	ADP
cblr-3425	611	47	contractual	contractual	ADJ
cblr-3425	611	48	incompleteness	incompleteness	NOUN
cblr-3425	611	49	,	,	PUNCT
cblr-3425	611	50	see	see	VERB
cblr-3425	611	51	scott	scott	PROPN
cblr-3425	611	52	&	&	CCONJ
cblr-3425	611	53	triantis	triantis	PROPN
cblr-3425	611	54	,	,	PUNCT
cblr-3425	611	55	supra	supra	PROPN
cblr-3425	611	56	note	note	PROPN
cblr-3425	611	57	19	19	NUM
cblr-3425	611	58	,	,	PUNCT
cblr-3425	611	59	at	at	ADP
cblr-3425	611	60	816	816	NUM
cblr-3425	611	61	;	;	PUNCT
cblr-3425	611	62	see	see	VERB
cblr-3425	611	63	also	also	ADV
cblr-3425	611	64	ayres	ayres	PROPN
cblr-3425	611	65	&	&	CCONJ
cblr-3425	611	66	gertner	gertner	PROPN
cblr-3425	611	67	,	,	PUNCT
cblr-3425	611	68	supra	supra	PROPN
cblr-3425	611	69	note	note	NOUN
cblr-3425	611	70	196	196	NUM
cblr-3425	611	71	,	,	PUNCT
cblr-3425	611	72	at	at	ADP
cblr-3425	611	73	94	94	NUM
cblr-3425	611	74	(	(	PUNCT
cblr-3425	611	75	describing	describe	VERB
cblr-3425	611	76	how	how	SCONJ
cblr-3425	611	77	a	a	DET
cblr-3425	611	78	party	party	NOUN
cblr-3425	611	79	may	may	AUX
cblr-3425	611	80	strategically	strategically	ADV
cblr-3425	611	81	withhold	withhold	VERB
cblr-3425	611	82	information	information	NOUN
cblr-3425	611	83	that	that	PRON
cblr-3425	611	84	would	would	AUX
cblr-3425	611	85	make	make	VERB
cblr-3425	611	86	a	a	DET
cblr-3425	611	87	contract	contract	NOUN
cblr-3425	611	88	more	more	ADV
cblr-3425	611	89	complete	complete	ADJ
cblr-3425	611	90	so	so	SCONJ
cblr-3425	611	91	as	as	SCONJ
cblr-3425	611	92	to	to	PART
cblr-3425	611	93	increase	increase	VERB
cblr-3425	611	94	its	its	PRON
cblr-3425	611	95	percentage	percentage	NOUN
cblr-3425	611	96	share	share	NOUN
cblr-3425	611	97	of	of	ADP
cblr-3425	611	98	the	the	DET
cblr-3425	611	99	value	value	NOUN
cblr-3425	611	100	generated	generate	VERB
cblr-3425	611	101	by	by	ADP
cblr-3425	611	102	the	the	DET
cblr-3425	611	103	contract	contract	NOUN
cblr-3425	611	104	)	)	PUNCT
cblr-3425	611	105	;	;	PUNCT
cblr-3425	611	106	choi	choi	PROPN
cblr-3425	611	107	&	&	CCONJ
cblr-3425	611	108	triantis	triantis	PROPN
cblr-3425	611	109	,	,	PUNCT
cblr-3425	611	110	supra	supra	PROPN
cblr-3425	611	111	note	note	PROPN
cblr-3425	611	112	81	81	NUM
cblr-3425	611	113	,	,	PUNCT
cblr-3425	611	114	at	at	ADP
cblr-3425	611	115	859–60	859–60	PROPN
cblr-3425	611	116	(	(	PUNCT
cblr-3425	611	117	arguing	argue	VERB
cblr-3425	611	118	that	that	SCONJ
cblr-3425	611	119	contractual	contractual	ADJ
cblr-3425	611	120	incompleteness	incompleteness	NOUN
cblr-3425	611	121	“	"	PUNCT
cblr-3425	611	122	can	can	AUX
cblr-3425	611	123	facilitate	facilitate	VERB
cblr-3425	611	124	the	the	DET
cblr-3425	611	125	provision	provision	NOUN
cblr-3425	611	126	of	of	ADP
cblr-3425	611	127	efficient	efficient	ADJ
cblr-3425	611	128	incentives	incentive	NOUN
cblr-3425	611	129	and	and	CCONJ
cblr-3425	611	130	the	the	DET
cblr-3425	611	131	signaling	signaling	NOUN
cblr-3425	611	132	of	of	ADP
cblr-3425	611	133	private	private	ADJ
cblr-3425	611	134	information	information	NOUN
cblr-3425	611	135	at	at	ADP
cblr-3425	611	136	the	the	DET
cblr-3425	611	137	time	time	NOUN
cblr-3425	611	138	of	of	ADP
cblr-3425	611	139	contracting	contracting	NOUN
cblr-3425	611	140	and	and	CCONJ
cblr-3425	611	141	of	of	ADP
cblr-3425	611	142	renegotiation	renegotiation	NOUN
cblr-3425	611	143	”	"	PUNCT
cblr-3425	611	144	)	)	PUNCT
cblr-3425	611	145	;	;	PUNCT
cblr-3425	611	146	hill	hill	NOUN
cblr-3425	611	147	,	,	PUNCT
cblr-3425	611	148	supra	supra	PROPN
cblr-3425	611	149	note	note	PROPN
cblr-3425	611	150	196	196	NUM
cblr-3425	611	151	,	,	PUNCT
cblr-3425	611	152	at	at	ADP
cblr-3425	611	153	208	208	NUM
cblr-3425	611	154	–	–	PUNCT
cblr-3425	611	155	12	12	NUM
cblr-3425	611	156	(	(	PUNCT
cblr-3425	611	157	discussing	discuss	VERB
cblr-3425	611	158	how	how	SCONJ
cblr-3425	611	159	contractual	contractual	ADJ
cblr-3425	611	160	incompleteness	incompleteness	NOUN
cblr-3425	611	161	increases	increase	VERB
cblr-3425	611	162	the	the	DET
cblr-3425	611	163	uncertainty	uncertainty	NOUN
cblr-3425	611	164	and	and	CCONJ
cblr-3425	611	165	potential	potential	ADJ
cblr-3425	611	166	cost	cost	NOUN
cblr-3425	611	167	of	of	ADP
cblr-3425	611	168	litigation	litigation	NOUN
cblr-3425	611	169	and	and	CCONJ
cblr-3425	611	170	can	can	AUX
cblr-3425	611	171	therefore	therefore	ADV
cblr-3425	611	172	serve	serve	VERB
cblr-3425	611	173	as	as	ADP
cblr-3425	611	174	an	an	DET
cblr-3425	611	175	ex	ex	NOUN
cblr-3425	611	176	ante	ante	NOUN
cblr-3425	611	177	bonding	bonding	NOUN
cblr-3425	611	178	mechanism	mechanism	NOUN
cblr-3425	611	179	to	to	PART
cblr-3425	611	180	deter	deter	VERB
cblr-3425	611	181	ex	ex	PRON
cblr-3425	611	182	post	post	NOUN
cblr-3425	611	183	litigation	litigation	NOUN
cblr-3425	611	184	)	)	PUNCT
cblr-3425	611	185	;	;	PUNCT
cblr-3425	612	1	katz	katz	PROPN
cblr-3425	612	2	,	,	PUNCT
cblr-3425	612	3	supra	supra	PROPN
cblr-3425	612	4	note	note	PROPN
cblr-3425	612	5	18	18	NUM
cblr-3425	612	6	,	,	PUNCT
cblr-3425	612	7	at	at	ADP
cblr-3425	612	8	172–74	172–74	NUM
cblr-3425	612	9	.	.	PUNCT
cblr-3425	612	10	198	198	NUM
cblr-3425	612	11	see	see	VERB
cblr-3425	612	12	anderlini	anderlini	PROPN
cblr-3425	612	13	&	&	CCONJ
cblr-3425	612	14	felli	felli	PROPN
cblr-3425	612	15	,	,	PUNCT
cblr-3425	612	16	supra	supra	PROPN
cblr-3425	612	17	note	note	PROPN
cblr-3425	612	18	18	18	NUM
cblr-3425	612	19	,	,	PUNCT
cblr-3425	612	20	at	at	ADP
cblr-3425	612	21	8	8	NUM
cblr-3425	612	22	(	(	PUNCT
cblr-3425	612	23	defining	define	VERB
cblr-3425	612	24	incomplete	incomplete	ADJ
cblr-3425	612	25	contracts	contract	NOUN
cblr-3425	612	26	as	as	ADP
cblr-3425	612	27	“	"	PUNCT
cblr-3425	612	28	contracts	contract	NOUN
cblr-3425	612	29	that	that	PRON
cblr-3425	612	30	show	show	VERB
cblr-3425	612	31	evidence	evidence	NOUN
cblr-3425	612	32	that	that	SCONJ
cblr-3425	612	33	the	the	DET
cblr-3425	612	34	contracting	contracting	NOUN
cblr-3425	612	35	parties	party	NOUN
cblr-3425	612	36	were	be	AUX
cblr-3425	612	37	constrained	constrain	VERB
cblr-3425	612	38	in	in	ADP
cblr-3425	612	39	their	their	PRON
cblr-3425	612	40	ability	ability	NOUN
cblr-3425	612	41	to	to	PART
cblr-3425	612	42	distinguish	distinguish	VERB
cblr-3425	612	43	between	between	ADP
cblr-3425	612	44	states	state	NOUN
cblr-3425	612	45	when	when	SCONJ
cblr-3425	612	46	the	the	DET
cblr-3425	612	47	contract	contract	NOUN
cblr-3425	612	48	was	be	AUX
cblr-3425	612	49	drawn	draw	VERB
cblr-3425	612	50	up	up	ADP
cblr-3425	612	51	”	"	PUNCT
cblr-3425	612	52	)	)	PUNCT
cblr-3425	612	53	(	(	PUNCT
cblr-3425	612	54	emphasis	emphasis	NOUN
cblr-3425	612	55	in	in	ADP
cblr-3425	612	56	original	original	ADJ
cblr-3425	612	57	)	)	PUNCT
cblr-3425	612	58	;	;	PUNCT
cblr-3425	612	59	ayres	ayres	PROPN
cblr-3425	612	60	&	&	CCONJ
cblr-3425	612	61	gertner	gertner	PROPN
cblr-3425	612	62	,	,	PUNCT
cblr-3425	612	63	supra	supra	PROPN
cblr-3425	612	64	note	note	NOUN
cblr-3425	612	65	196	196	NUM
cblr-3425	612	66	,	,	PUNCT
cblr-3425	612	67	at	at	ADP
cblr-3425	612	68	92–94	92–94	NUM
cblr-3425	612	69	;	;	PUNCT
cblr-3425	612	70	choi	choi	NOUN
cblr-3425	612	71	&	&	CCONJ
cblr-3425	612	72	gulati	gulati	PROPN
cblr-3425	612	73	,	,	PUNCT
cblr-3425	612	74	supra	supra	PROPN
cblr-3425	612	75	note	note	PROPN
cblr-3425	612	76	82	82	NUM
cblr-3425	612	77	,	,	PUNCT
cblr-3425	612	78	at	at	ADP
cblr-3425	612	79	1159	1159	NUM
cblr-3425	612	80	(	(	PUNCT
cblr-3425	612	81	describing	describe	VERB
cblr-3425	612	82	how	how	SCONJ
cblr-3425	612	83	parties	party	NOUN
cblr-3425	612	84	rationally	rationally	ADV
cblr-3425	612	85	choose	choose	VERB
cblr-3425	612	86	to	to	ADP
cblr-3425	612	87	neither	neither	DET
cblr-3425	612	88	contract	contract	NOUN
cblr-3425	612	89	for	for	ADP
cblr-3425	612	90	every	every	DET
cblr-3425	612	91	contingency	contingency	NOUN
cblr-3425	612	92	nor	nor	CCONJ
cblr-3425	612	93	clarify	clarify	VERB
cblr-3425	612	94	every	every	DET
cblr-3425	612	95	potential	potential	ADJ
cblr-3425	612	96	meaning	meaning	NOUN
cblr-3425	612	97	of	of	ADP
cblr-3425	612	98	a	a	DET
cblr-3425	612	99	term	term	NOUN
cblr-3425	612	100	and	and	CCONJ
cblr-3425	612	101	therefore	therefore	ADV
cblr-3425	612	102	accept	accept	VERB
cblr-3425	612	103	contractual	contractual	ADJ
cblr-3425	612	104	incompleteness	incompleteness	NOUN
cblr-3425	612	105	)	)	PUNCT
cblr-3425	612	106	;	;	PUNCT
cblr-3425	612	107	schwartz	schwartz	PROPN
cblr-3425	612	108	&	&	CCONJ
cblr-3425	612	109	scott	scott	PROPN
cblr-3425	612	110	,	,	PUNCT
cblr-3425	612	111	supra	supra	PROPN
cblr-3425	612	112	note	note	NOUN
cblr-3425	612	113	9	9	NUM
cblr-3425	612	114	,	,	PUNCT
cblr-3425	612	115	at	at	ADP
cblr-3425	612	116	594–95	594–95	NUM
cblr-3425	612	117	;	;	PUNCT
cblr-3425	612	118	scott	scott	PROPN
cblr-3425	612	119	&	&	CCONJ
cblr-3425	612	120	triantis	triantis	PROPN
cblr-3425	612	121	,	,	PUNCT
cblr-3425	612	122	supra	supra	PROPN
cblr-3425	612	123	note	note	PROPN
cblr-3425	612	124	16	16	NUM
cblr-3425	612	125	,	,	PUNCT
cblr-3425	612	126	at	at	ADP
cblr-3425	612	127	189–90	189–90	NUM
cblr-3425	612	128	(	(	PUNCT
cblr-3425	612	129	arguing	argue	VERB
cblr-3425	612	130	that	that	SCONJ
cblr-3425	612	131	complete	complete	ADJ
cblr-3425	612	132	contingent	contingent	ADJ
cblr-3425	612	133	contracts	contract	NOUN
cblr-3425	612	134	are	be	AUX
cblr-3425	612	135	impossible	impossible	ADJ
cblr-3425	612	136	given	give	VERB
cblr-3425	612	137	the	the	DET
cblr-3425	612	138	costs	cost	NOUN
cblr-3425	612	139	associated	associate	VERB
cblr-3425	612	140	with	with	ADP
cblr-3425	612	141	planning	plan	VERB
cblr-3425	612	142	for	for	ADP
cblr-3425	612	143	all	all	DET
cblr-3425	612	144	potential	potential	ADJ
cblr-3425	612	145	future	future	ADJ
cblr-3425	612	146	states	state	NOUN
cblr-3425	612	147	)	)	PUNCT
cblr-3425	612	148	;	;	PUNCT
cblr-3425	612	149	smith	smith	PROPN
cblr-3425	612	150	&	&	CCONJ
cblr-3425	612	151	king	king	PROPN
cblr-3425	612	152	,	,	PUNCT
cblr-3425	612	153	supra	supra	PROPN
cblr-3425	612	154	note	note	PROPN
cblr-3425	612	155	82	82	NUM
cblr-3425	612	156	,	,	PUNCT
cblr-3425	612	157	at	at	ADP
cblr-3425	612	158	7	7	NUM
cblr-3425	612	159	,	,	PUNCT
cblr-3425	612	160	17	17	NUM
cblr-3425	612	161	.	.	NOUN
cblr-3425	612	162	199	199	NUM
cblr-3425	612	163	see	see	VERB
cblr-3425	612	164	schwartz	schwartz	PROPN
cblr-3425	612	165	&	&	CCONJ
cblr-3425	612	166	scott	scott	PROPN
cblr-3425	612	167	,	,	PUNCT
cblr-3425	612	168	supra	supra	PROPN
cblr-3425	612	169	note	note	NOUN
cblr-3425	612	170	9	9	NUM
cblr-3425	612	171	,	,	PUNCT
cblr-3425	612	172	at	at	ADP
cblr-3425	612	173	559	559	NUM
cblr-3425	612	174	(	(	PUNCT
cblr-3425	612	175	noting	note	VERB
cblr-3425	612	176	that	that	SCONJ
cblr-3425	612	177	parties	party	NOUN
cblr-3425	612	178	will	will	AUX
cblr-3425	612	179	often	often	ADV
cblr-3425	612	180	choose	choose	VERB
cblr-3425	612	181	not	not	PART
cblr-3425	612	182	to	to	PART
cblr-3425	612	183	bear	bear	VERB
cblr-3425	612	184	the	the	DET
cblr-3425	612	185	costs	cost	NOUN
cblr-3425	612	186	associated	associate	VERB
cblr-3425	612	187	with	with	ADP
cblr-3425	612	188	contracting	contracting	NOUN
cblr-3425	612	189	for	for	ADP
cblr-3425	612	190	low	low	ADJ
cblr-3425	612	191	likelihood	likelihood	NOUN
cblr-3425	612	192	contingencies	contingency	NOUN
cblr-3425	612	193	)	)	PUNCT
cblr-3425	612	194	;	;	PUNCT
cblr-3425	612	195	choi	choi	PROPN
cblr-3425	612	196	&	&	CCONJ
cblr-3425	612	197	gulati	gulati	PROPN
cblr-3425	612	198	,	,	PUNCT
cblr-3425	612	199	supra	supra	PROPN
cblr-3425	612	200	note	note	PROPN
cblr-3425	612	201	82	82	NUM
cblr-3425	612	202	,	,	PUNCT
cblr-3425	612	203	at	at	ADP
cblr-3425	612	204	1155–56	1155–56	NUM
cblr-3425	612	205	(	(	PUNCT
cblr-3425	612	206	citing	cite	VERB
cblr-3425	612	207	lisa	lisa	PROPN
cblr-3425	612	208	bernstein	bernstein	PROPN
cblr-3425	612	209	,	,	PUNCT
cblr-3425	612	210	the	the	DET
cblr-3425	612	211	questionable	questionable	ADJ
cblr-3425	612	212	empirical	empirical	ADJ
cblr-3425	612	213	basis	basis	NOUN
cblr-3425	612	214	of	of	ADP
cblr-3425	612	215	article	article	NOUN
cblr-3425	612	216	2	2	NUM
cblr-3425	612	217	’s	’s	PART
cblr-3425	612	218	incorporation	incorporation	NOUN
cblr-3425	612	219	strategy	strategy	NOUN
cblr-3425	612	220	:	:	PUNCT
cblr-3425	612	221	a	a	DET
cblr-3425	612	222	preliminary	preliminary	ADJ
cblr-3425	612	223	study	study	NOUN
cblr-3425	612	224	,	,	PUNCT
cblr-3425	612	225	66	66	NUM
cblr-3425	612	226	u.	u.	PROPN
cblr-3425	612	227	chi	chi	PROPN
cblr-3425	612	228	.	.	PUNCT
cblr-3425	613	1	l.	l.	PROPN
cblr-3425	613	2	rev	rev	PROPN
cblr-3425	613	3	.	.	PROPN
cblr-3425	613	4	710	710	NUM
cblr-3425	613	5	,	,	PUNCT
cblr-3425	613	6	747	747	NUM
cblr-3425	613	7	(	(	PUNCT
cblr-3425	613	8	1999	1999	NUM
cblr-3425	613	9	)	)	PUNCT
cblr-3425	613	10	(	(	PUNCT
cblr-3425	613	11	discussing	discuss	VERB
cblr-3425	613	12	how	how	SCONJ
cblr-3425	613	13	incompleteness	incompleteness	NOUN
cblr-3425	613	14	in	in	ADP
cblr-3425	613	15	industry	industry	NOUN
cblr-3425	613	16	customs	custom	NOUN
cblr-3425	613	17	is	be	AUX
cblr-3425	613	18	often	often	ADV
cblr-3425	613	19	associated	associate	VERB
cblr-3425	613	20	with	with	ADP
cblr-3425	613	21	low	low	ADJ
cblr-3425	613	22	probability	probability	NOUN
cblr-3425	613	23	contingencies	contingency	NOUN
cblr-3425	613	24	that	that	PRON
cblr-3425	613	25	trade	trade	NOUN
cblr-3425	613	26	associations	association	NOUN
cblr-3425	613	27	choose	choose	VERB
cblr-3425	613	28	not	not	PART
cblr-3425	613	29	to	to	PART
cblr-3425	613	30	expend	expend	VERB
cblr-3425	613	31	resources	resource	NOUN
cblr-3425	613	32	on	on	ADP
cblr-3425	613	33	)	)	PUNCT
cblr-3425	613	34	)	)	PUNCT
cblr-3425	613	35	.	.	PUNCT
cblr-3425	614	1	674	674	NUM
cblr-3425	614	2	columbia	columbia	PROPN
cblr-3425	614	3	business	business	NOUN
cblr-3425	614	4	law	law	PROPN
cblr-3425	614	5	review	review	NOUN
cblr-3425	614	6	[	[	X
cblr-3425	614	7	vol	vol	NOUN
cblr-3425	614	8	.	.	NOUN
cblr-3425	614	9	2019	2019	NUM
cblr-3425	614	10	predictive	predictive	ADJ
cblr-3425	614	11	contracting	contracting	NOUN
cblr-3425	614	12	can	can	AUX
cblr-3425	614	13	increase	increase	VERB
cblr-3425	614	14	contractual	contractual	ADJ
cblr-3425	614	15	completeness	completeness	NOUN
cblr-3425	614	16	by	by	ADP
cblr-3425	614	17	providing	provide	VERB
cblr-3425	614	18	contract	contract	NOUN
cblr-3425	614	19	drafters	drafter	NOUN
cblr-3425	614	20	with	with	ADP
cblr-3425	614	21	information	information	NOUN
cblr-3425	614	22	on	on	ADP
cblr-3425	614	23	the	the	DET
cblr-3425	614	24	set	set	NOUN
cblr-3425	614	25	of	of	ADP
cblr-3425	614	26	potential	potential	ADJ
cblr-3425	614	27	future	future	ADJ
cblr-3425	614	28	states	state	NOUN
cblr-3425	614	29	and	and	CCONJ
cblr-3425	614	30	their	their	PRON
cblr-3425	614	31	associated	associated	ADJ
cblr-3425	614	32	likelihoods	likelihood	NOUN
cblr-3425	614	33	.	.	PUNCT
cblr-3425	615	1	for	for	ADP
cblr-3425	615	2	example	example	NOUN
cblr-3425	615	3	,	,	PUNCT
cblr-3425	615	4	assume	assume	VERB
cblr-3425	615	5	a	a	DET
cblr-3425	615	6	contract	contract	NOUN
cblr-3425	615	7	drafter	drafter	NOUN
cblr-3425	615	8	is	be	AUX
cblr-3425	615	9	designing	design	VERB
cblr-3425	615	10	a	a	DET
cblr-3425	615	11	term	term	NOUN
cblr-3425	615	12	for	for	ADP
cblr-3425	615	13	a	a	DET
cblr-3425	615	14	contract	contract	NOUN
cblr-3425	615	15	and	and	CCONJ
cblr-3425	615	16	is	be	AUX
cblr-3425	615	17	deciding	decide	VERB
cblr-3425	615	18	what	what	PRON
cblr-3425	615	19	potential	potential	ADJ
cblr-3425	615	20	contingencies	contingency	NOUN
cblr-3425	615	21	to	to	PART
cblr-3425	615	22	plan	plan	VERB
cblr-3425	615	23	for	for	ADP
cblr-3425	615	24	.	.	PUNCT
cblr-3425	616	1	from	from	ADP
cblr-3425	616	2	the	the	DET
cblr-3425	616	3	drafter	drafter	NOUN
cblr-3425	616	4	’s	’s	PART
cblr-3425	616	5	personal	personal	ADJ
cblr-3425	616	6	experience	experience	NOUN
cblr-3425	616	7	and	and	CCONJ
cblr-3425	616	8	that	that	PRON
cblr-3425	616	9	of	of	ADP
cblr-3425	616	10	her	her	PRON
cblr-3425	616	11	colleagues	colleague	NOUN
cblr-3425	616	12	,	,	PUNCT
cblr-3425	616	13	the	the	DET
cblr-3425	616	14	drafter	drafter	NOUN
cblr-3425	616	15	knows	know	VERB
cblr-3425	616	16	that	that	SCONJ
cblr-3425	616	17	contingencies	contingency	NOUN
cblr-3425	616	18	a	a	PRON
cblr-3425	616	19	and	and	CCONJ
cblr-3425	616	20	b	b	NOUN
cblr-3425	616	21	are	be	AUX
cblr-3425	616	22	by	by	ADP
cblr-3425	616	23	far	far	ADV
cblr-3425	616	24	the	the	DET
cblr-3425	616	25	most	most	ADV
cblr-3425	616	26	common	common	ADJ
cblr-3425	616	27	and	and	CCONJ
cblr-3425	616	28	that	that	SCONJ
cblr-3425	616	29	contingency	contingency	NOUN
cblr-3425	616	30	c	c	NOUN
cblr-3425	616	31	occasionally	occasionally	ADV
cblr-3425	616	32	happens	happen	VERB
cblr-3425	616	33	as	as	ADV
cblr-3425	616	34	well	well	ADV
cblr-3425	616	35	.	.	PUNCT
cblr-3425	617	1	traditionally	traditionally	ADV
cblr-3425	617	2	,	,	PUNCT
cblr-3425	617	3	the	the	DET
cblr-3425	617	4	drafter	drafter	NOUN
cblr-3425	617	5	would	would	AUX
cblr-3425	617	6	likely	likely	ADV
cblr-3425	617	7	design	design	VERB
cblr-3425	617	8	the	the	DET
cblr-3425	617	9	term	term	NOUN
cblr-3425	617	10	to	to	PART
cblr-3425	617	11	account	account	VERB
cblr-3425	617	12	for	for	ADP
cblr-3425	617	13	contingencies	contingency	NOUN
cblr-3425	617	14	a	a	DET
cblr-3425	617	15	,	,	PUNCT
cblr-3425	617	16	b	b	NOUN
cblr-3425	617	17	,	,	PUNCT
cblr-3425	617	18	and	and	CCONJ
cblr-3425	617	19	c.	c.	PROPN
cblr-3425	617	20	assume	assume	VERB
cblr-3425	617	21	instead	instead	ADV
cblr-3425	617	22	,	,	PUNCT
cblr-3425	617	23	however	however	ADV
cblr-3425	617	24	,	,	PUNCT
cblr-3425	617	25	that	that	SCONJ
cblr-3425	617	26	the	the	DET
cblr-3425	617	27	drafter	drafter	NOUN
cblr-3425	617	28	has	have	VERB
cblr-3425	617	29	access	access	NOUN
cblr-3425	617	30	to	to	ADP
cblr-3425	617	31	a	a	DET
cblr-3425	617	32	predictive	predictive	ADJ
cblr-3425	617	33	contracting	contracting	NOUN
cblr-3425	617	34	system	system	NOUN
cblr-3425	617	35	trained	train	VERB
cblr-3425	617	36	on	on	ADP
cblr-3425	617	37	a	a	DET
cblr-3425	617	38	dataset	dataset	NOUN
cblr-3425	617	39	of	of	ADP
cblr-3425	617	40	thousands	thousand	NOUN
cblr-3425	617	41	of	of	ADP
cblr-3425	617	42	similar	similar	ADJ
cblr-3425	617	43	contracts	contract	NOUN
cblr-3425	617	44	.	.	PUNCT
cblr-3425	618	1	the	the	DET
cblr-3425	618	2	system	system	NOUN
cblr-3425	618	3	shows	show	VERB
cblr-3425	618	4	the	the	DET
cblr-3425	618	5	drafter	drafter	NOUN
cblr-3425	618	6	that	that	PRON
cblr-3425	618	7	contingency	contingency	NOUN
cblr-3425	618	8	a	a	DET
cblr-3425	618	9	occurs	occurs	ADJ
cblr-3425	618	10	fifty	fifty	NUM
cblr-3425	618	11	percent	percent	NOUN
cblr-3425	618	12	of	of	ADP
cblr-3425	618	13	the	the	DET
cblr-3425	618	14	time	time	NOUN
cblr-3425	618	15	,	,	PUNCT
cblr-3425	618	16	contingency	contingency	PROPN
cblr-3425	618	17	b	b	PROPN
cblr-3425	618	18	occurs	occur	VERB
cblr-3425	618	19	forty	forty	NUM
cblr-3425	618	20	percent	percent	NOUN
cblr-3425	618	21	of	of	ADP
cblr-3425	618	22	the	the	DET
cblr-3425	618	23	time	time	NOUN
cblr-3425	618	24	,	,	PUNCT
cblr-3425	618	25	contingency	contingency	NOUN
cblr-3425	618	26	c	c	PROPN
cblr-3425	618	27	occurs	occur	VERB
cblr-3425	618	28	five	five	NUM
cblr-3425	618	29	percent	percent	NOUN
cblr-3425	618	30	of	of	ADP
cblr-3425	618	31	the	the	DET
cblr-3425	618	32	time	time	NOUN
cblr-3425	618	33	,	,	PUNCT
cblr-3425	618	34	and	and	CCONJ
cblr-3425	618	35	contingencies	contingency	NOUN
cblr-3425	618	36	d	d	NOUN
cblr-3425	618	37	through	through	ADP
cblr-3425	618	38	h	h	NOUN
cblr-3425	618	39	each	each	PRON
cblr-3425	618	40	occur	occur	VERB
cblr-3425	618	41	approximately	approximately	ADV
cblr-3425	618	42	one	one	NUM
cblr-3425	618	43	percent	percent	NOUN
cblr-3425	618	44	of	of	ADP
cblr-3425	618	45	the	the	DET
cblr-3425	618	46	time	time	NOUN
cblr-3425	618	47	.	.	PUNCT
cblr-3425	619	1	the	the	DET
cblr-3425	619	2	drafter	drafter	NOUN
cblr-3425	619	3	can	can	AUX
cblr-3425	619	4	then	then	ADV
cblr-3425	619	5	use	use	VERB
cblr-3425	619	6	this	this	DET
cblr-3425	619	7	information	information	NOUN
cblr-3425	619	8	to	to	PART
cblr-3425	619	9	design	design	VERB
cblr-3425	619	10	a	a	DET
cblr-3425	619	11	more	more	ADV
cblr-3425	619	12	complete	complete	ADJ
cblr-3425	619	13	term	term	NOUN
cblr-3425	619	14	.	.	PUNCT
cblr-3425	620	1	while	while	SCONJ
cblr-3425	620	2	complete	complete	ADJ
cblr-3425	620	3	contingent	contingent	ADJ
cblr-3425	620	4	contracts	contract	NOUN
cblr-3425	620	5	are	be	AUX
cblr-3425	620	6	still	still	ADV
cblr-3425	620	7	infeasible,200	infeasible,200	ADP
cblr-3425	620	8	predictive	predictive	ADJ
cblr-3425	620	9	contracting	contracting	NOUN
cblr-3425	620	10	can	can	AUX
cblr-3425	620	11	increase	increase	VERB
cblr-3425	620	12	contractual	contractual	ADJ
cblr-3425	620	13	completeness	completeness	NOUN
cblr-3425	620	14	relative	relative	ADJ
cblr-3425	620	15	to	to	ADP
cblr-3425	620	16	traditional	traditional	ADJ
cblr-3425	620	17	contracting	contracting	NOUN
cblr-3425	620	18	.	.	PUNCT
cblr-3425	621	1	4	4	X
cblr-3425	621	2	.	.	X
cblr-3425	621	3	cost	cost	NOUN
cblr-3425	621	4	balancing	balance	VERB
cblr-3425	621	5	the	the	DET
cblr-3425	621	6	costs	cost	NOUN
cblr-3425	621	7	associated	associate	VERB
cblr-3425	621	8	with	with	ADP
cblr-3425	621	9	a	a	DET
cblr-3425	621	10	contract	contract	NOUN
cblr-3425	621	11	can	can	AUX
cblr-3425	621	12	be	be	AUX
cblr-3425	621	13	divided	divide	VERB
cblr-3425	621	14	between	between	ADP
cblr-3425	621	15	the	the	DET
cblr-3425	621	16	front	front	ADJ
cblr-3425	621	17	-	-	PUNCT
cblr-3425	621	18	end	end	NOUN
cblr-3425	621	19	and	and	CCONJ
cblr-3425	621	20	the	the	DET
cblr-3425	621	21	back	back	NOUN
cblr-3425	621	22	-	-	PUNCT
cblr-3425	621	23	end	end	NOUN
cblr-3425	621	24	of	of	ADP
cblr-3425	621	25	the	the	DET
cblr-3425	621	26	contract	contract	NOUN
cblr-3425	621	27	’s	’s	PART
cblr-3425	621	28	life.201	life.201	VERB
cblr-3425	621	29	front	front	ADJ
cblr-3425	621	30	-	-	PUNCT
cblr-3425	621	31	end	end	NOUN
cblr-3425	621	32	costs	cost	NOUN
cblr-3425	621	33	include	include	VERB
cblr-3425	621	34	any	any	DET
cblr-3425	621	35	costs	cost	NOUN
cblr-3425	621	36	to	to	PART
cblr-3425	621	37	negotiate	negotiate	VERB
cblr-3425	621	38	the	the	DET
cblr-3425	621	39	contract	contract	NOUN
cblr-3425	621	40	,	,	PUNCT
cblr-3425	621	41	conduct	conduct	VERB
cblr-3425	621	42	due	due	ADJ
cblr-3425	621	43	diligence	diligence	NOUN
cblr-3425	621	44	,	,	PUNCT
cblr-3425	621	45	design	design	NOUN
cblr-3425	621	46	and	and	CCONJ
cblr-3425	621	47	draft	draft	VERB
cblr-3425	621	48	the	the	DET
cblr-3425	621	49	contract	contract	NOUN
cblr-3425	621	50	,	,	PUNCT
cblr-3425	621	51	and	and	CCONJ
cblr-3425	621	52	execute	execute	VERB
cblr-3425	621	53	the	the	DET
cblr-3425	621	54	contract.202	contract.202	PROPN
cblr-3425	621	55	back	back	ADJ
cblr-3425	621	56	-	-	PUNCT
cblr-3425	621	57	end	end	NOUN
cblr-3425	621	58	costs	cost	NOUN
cblr-3425	621	59	include	include	VERB
cblr-3425	621	60	any	any	DET
cblr-3425	621	61	costs	cost	NOUN
cblr-3425	621	62	200	200	NUM
cblr-3425	621	63	but	but	CCONJ
cblr-3425	621	64	see	see	VERB
cblr-3425	621	65	anthony	anthony	PROPN
cblr-3425	621	66	j.	j.	PROPN
cblr-3425	621	67	casey	casey	PROPN
cblr-3425	621	68	&	&	CCONJ
cblr-3425	621	69	anthony	anthony	PROPN
cblr-3425	621	70	niblett	niblett	PROPN
cblr-3425	621	71	,	,	PUNCT
cblr-3425	621	72	self	self	NOUN
cblr-3425	621	73	-	-	PUNCT
cblr-3425	621	74	driving	drive	VERB
cblr-3425	621	75	contracts	contract	NOUN
cblr-3425	621	76	,	,	PUNCT
cblr-3425	621	77	43	43	NUM
cblr-3425	621	78	j.	j.	PROPN
cblr-3425	621	79	corp	corp	PROPN
cblr-3425	621	80	.	.	PROPN
cblr-3425	621	81	l.	l.	PROPN
cblr-3425	621	82	1	1	NUM
cblr-3425	621	83	,	,	PUNCT
cblr-3425	621	84	1	1	NUM
cblr-3425	621	85	,	,	PUNCT
cblr-3425	621	86	12–15	12–15	NUM
cblr-3425	621	87	(	(	PUNCT
cblr-3425	621	88	2017	2017	NUM
cblr-3425	621	89	)	)	PUNCT
cblr-3425	621	90	(	(	PUNCT
cblr-3425	621	91	suggesting	suggest	VERB
cblr-3425	621	92	that	that	SCONJ
cblr-3425	621	93	advances	advance	NOUN
cblr-3425	621	94	in	in	ADP
cblr-3425	621	95	predictive	predictive	ADJ
cblr-3425	621	96	analytics	analytic	NOUN
cblr-3425	621	97	will	will	AUX
cblr-3425	621	98	eventually	eventually	ADV
cblr-3425	621	99	lead	lead	VERB
cblr-3425	621	100	to	to	ADP
cblr-3425	621	101	contracts	contract	NOUN
cblr-3425	621	102	that	that	PRON
cblr-3425	621	103	are	be	AUX
cblr-3425	621	104	perfectly	perfectly	ADV
cblr-3425	621	105	complete	complete	ADJ
cblr-3425	621	106	because	because	SCONJ
cblr-3425	621	107	they	they	PRON
cblr-3425	621	108	will	will	AUX
cblr-3425	621	109	use	use	VERB
cblr-3425	621	110	technology	technology	NOUN
cblr-3425	621	111	and	and	CCONJ
cblr-3425	621	112	data	datum	NOUN
cblr-3425	621	113	to	to	PART
cblr-3425	621	114	convert	convert	VERB
cblr-3425	621	115	ex	ex	PRON
cblr-3425	621	116	ante	ante	NOUN
cblr-3425	621	117	objectives	objective	NOUN
cblr-3425	621	118	into	into	ADP
cblr-3425	621	119	ex	ex	PRON
cblr-3425	621	120	post	post	NOUN
cblr-3425	621	121	directives	directive	NOUN
cblr-3425	621	122	for	for	ADP
cblr-3425	621	123	the	the	DET
cblr-3425	621	124	parties	party	NOUN
cblr-3425	621	125	given	give	VERB
cblr-3425	621	126	any	any	DET
cblr-3425	621	127	set	set	NOUN
cblr-3425	621	128	of	of	ADP
cblr-3425	621	129	contingencies	contingency	NOUN
cblr-3425	621	130	)	)	PUNCT
cblr-3425	621	131	.	.	PUNCT
cblr-3425	622	1	201	201	NUM
cblr-3425	622	2	see	see	VERB
cblr-3425	622	3	supra	supra	PROPN
cblr-3425	622	4	note	note	PROPN
cblr-3425	622	5	81	81	NUM
cblr-3425	622	6	and	and	CCONJ
cblr-3425	622	7	accompanying	accompany	VERB
cblr-3425	622	8	text	text	NOUN
cblr-3425	622	9	.	.	PUNCT
cblr-3425	623	1	202	202	NUM
cblr-3425	623	2	see	see	VERB
cblr-3425	623	3	choi	choi	NOUN
cblr-3425	623	4	&	&	CCONJ
cblr-3425	623	5	triantis	triantis	PROPN
cblr-3425	623	6	,	,	PUNCT
cblr-3425	623	7	supra	supra	PROPN
cblr-3425	623	8	note	note	PROPN
cblr-3425	623	9	81	81	NUM
cblr-3425	623	10	,	,	PUNCT
cblr-3425	623	11	at	at	ADP
cblr-3425	623	12	851	851	NUM
cblr-3425	623	13	;	;	PUNCT
cblr-3425	623	14	posner	posner	NOUN
cblr-3425	623	15	,	,	PUNCT
cblr-3425	623	16	supra	supra	PROPN
cblr-3425	623	17	note	note	PROPN
cblr-3425	623	18	81	81	NUM
cblr-3425	623	19	,	,	PUNCT
cblr-3425	623	20	at	at	ADP
cblr-3425	623	21	1583–84	1583–84	NOUN
cblr-3425	623	22	;	;	PUNCT
cblr-3425	623	23	scott	scott	PROPN
cblr-3425	623	24	&	&	CCONJ
cblr-3425	623	25	triantis	triantis	PROPN
cblr-3425	623	26	,	,	PUNCT
cblr-3425	623	27	supra	supra	PROPN
cblr-3425	623	28	note	note	PROPN
cblr-3425	623	29	19	19	NUM
cblr-3425	623	30	,	,	PUNCT
cblr-3425	623	31	at	at	ADP
cblr-3425	623	32	814	814	NUM
cblr-3425	623	33	,	,	PUNCT
cblr-3425	623	34	817	817	NUM
cblr-3425	623	35	,	,	PUNCT
cblr-3425	623	36	822–24	822–24	NUM
cblr-3425	623	37	;	;	PUNCT
cblr-3425	623	38	scott	scott	PROPN
cblr-3425	623	39	&	&	CCONJ
cblr-3425	623	40	triantis	triantis	PROPN
cblr-3425	623	41	,	,	PUNCT
cblr-3425	623	42	supra	supra	PROPN
cblr-3425	623	43	note	note	PROPN
cblr-3425	623	44	16	16	NUM
cblr-3425	623	45	,	,	PUNCT
cblr-3425	623	46	at	at	ADP
cblr-3425	623	47	190–91	190–91	NUM
cblr-3425	623	48	.	.	PUNCT
cblr-3425	624	1	no	no	INTJ
cblr-3425	624	2	.	.	NOUN
cblr-3425	624	3	2:621	2:621	NUM
cblr-3425	624	4	]	]	X
cblr-3425	624	5	predictive	predictive	ADJ
cblr-3425	624	6	contracting	contracting	NOUN
cblr-3425	624	7	675	675	NUM
cblr-3425	624	8	to	to	PART
cblr-3425	624	9	perform	perform	VERB
cblr-3425	624	10	obligations	obligation	NOUN
cblr-3425	624	11	under	under	ADP
cblr-3425	624	12	the	the	DET
cblr-3425	624	13	contract	contract	NOUN
cblr-3425	624	14	,	,	PUNCT
cblr-3425	624	15	monitor	monitor	NOUN
cblr-3425	624	16	performance	performance	NOUN
cblr-3425	624	17	,	,	PUNCT
cblr-3425	624	18	and	and	CCONJ
cblr-3425	624	19	potentially	potentially	ADV
cblr-3425	624	20	renegotiate	renegotiate	NOUN
cblr-3425	624	21	,	,	PUNCT
cblr-3425	624	22	arbitrate	arbitrate	NOUN
cblr-3425	624	23	,	,	PUNCT
cblr-3425	624	24	or	or	CCONJ
cblr-3425	624	25	litigate	litigate	VERB
cblr-3425	624	26	the	the	DET
cblr-3425	624	27	contract.203	contract.203	NOUN
cblr-3425	624	28	between	between	ADP
cblr-3425	624	29	the	the	DET
cblr-3425	624	30	front	front	ADJ
cblr-3425	624	31	-	-	PUNCT
cblr-3425	624	32	end	end	NOUN
cblr-3425	624	33	and	and	CCONJ
cblr-3425	624	34	back	back	NOUN
cblr-3425	624	35	-	-	PUNCT
cblr-3425	624	36	end	end	NOUN
cblr-3425	624	37	of	of	ADP
cblr-3425	624	38	a	a	DET
cblr-3425	624	39	contract	contract	NOUN
cblr-3425	624	40	’s	’s	PART
cblr-3425	624	41	life	life	NOUN
cblr-3425	624	42	,	,	PUNCT
cblr-3425	624	43	uncertainty	uncertainty	NOUN
cblr-3425	624	44	is	be	AUX
cblr-3425	624	45	resolved	resolve	VERB
cblr-3425	624	46	regarding	regard	VERB
cblr-3425	624	47	which	which	DET
cblr-3425	624	48	contingent	contingent	ADJ
cblr-3425	624	49	state	state	NOUN
cblr-3425	624	50	of	of	ADP
cblr-3425	624	51	the	the	DET
cblr-3425	624	52	world	world	NOUN
cblr-3425	624	53	will	will	AUX
cblr-3425	624	54	occur.204	occur.204	NOUN
cblr-3425	624	55	according	accord	VERB
cblr-3425	624	56	to	to	ADP
cblr-3425	624	57	the	the	DET
cblr-3425	624	58	contracts	contract	NOUN
cblr-3425	624	59	literature	literature	NOUN
cblr-3425	624	60	,	,	PUNCT
cblr-3425	624	61	parties	party	NOUN
cblr-3425	624	62	should	should	AUX
cblr-3425	624	63	(	(	PUNCT
cblr-3425	624	64	and	and	CCONJ
cblr-3425	624	65	do	do	AUX
cblr-3425	624	66	)	)	PUNCT
cblr-3425	624	67	balance	balance	VERB
cblr-3425	624	68	front	front	ADJ
cblr-3425	624	69	-	-	PUNCT
cblr-3425	624	70	end	end	NOUN
cblr-3425	624	71	and	and	CCONJ
cblr-3425	624	72	back	back	NOUN
cblr-3425	624	73	-	-	PUNCT
cblr-3425	624	74	end	end	NOUN
cblr-3425	624	75	costs.205	costs.205	NOUN
cblr-3425	625	1	the	the	DET
cblr-3425	625	2	general	general	ADJ
cblr-3425	625	3	view	view	NOUN
cblr-3425	625	4	is	be	AUX
cblr-3425	625	5	that	that	SCONJ
cblr-3425	625	6	investing	invest	VERB
cblr-3425	625	7	in	in	ADP
cblr-3425	625	8	front	front	ADJ
cblr-3425	625	9	-	-	PUNCT
cblr-3425	625	10	end	end	NOUN
cblr-3425	625	11	costs	cost	NOUN
cblr-3425	625	12	reduces	reduce	VERB
cblr-3425	625	13	back	back	ADJ
cblr-3425	625	14	-	-	PUNCT
cblr-3425	625	15	end	end	NOUN
cblr-3425	625	16	costs.206	costs.206	NOUN
cblr-3425	625	17	for	for	ADP
cblr-3425	625	18	example	example	NOUN
cblr-3425	625	19	,	,	PUNCT
cblr-3425	625	20	spending	spend	VERB
cblr-3425	625	21	additional	additional	ADJ
cblr-3425	625	22	resources	resource	NOUN
cblr-3425	625	23	during	during	ADP
cblr-3425	625	24	the	the	DET
cblr-3425	625	25	front	front	ADJ
cblr-3425	625	26	-	-	PUNCT
cblr-3425	625	27	end	end	NOUN
cblr-3425	625	28	to	to	PART
cblr-3425	625	29	make	make	VERB
cblr-3425	625	30	a	a	DET
cblr-3425	625	31	contract	contract	NOUN
cblr-3425	625	32	more	more	ADV
cblr-3425	625	33	complete	complete	ADJ
cblr-3425	625	34	and	and	CCONJ
cblr-3425	625	35	precise	precise	ADJ
cblr-3425	625	36	reduces	reduce	VERB
cblr-3425	625	37	the	the	DET
cblr-3425	625	38	likelihood	likelihood	NOUN
cblr-3425	625	39	that	that	SCONJ
cblr-3425	625	40	the	the	DET
cblr-3425	625	41	contract	contract	NOUN
cblr-3425	625	42	will	will	AUX
cblr-3425	625	43	result	result	VERB
cblr-3425	625	44	in	in	ADP
cblr-3425	625	45	litigation	litigation	NOUN
cblr-3425	625	46	,	,	PUNCT
cblr-3425	625	47	and	and	CCONJ
cblr-3425	625	48	if	if	SCONJ
cblr-3425	625	49	it	it	PRON
cblr-3425	625	50	does	do	VERB
cblr-3425	625	51	,	,	PUNCT
cblr-3425	625	52	reduces	reduce	VERB
cblr-3425	625	53	the	the	DET
cblr-3425	625	54	likelihood	likelihood	NOUN
cblr-3425	625	55	that	that	SCONJ
cblr-3425	625	56	a	a	DET
cblr-3425	625	57	judge	judge	NOUN
cblr-3425	625	58	will	will	AUX
cblr-3425	625	59	misinterpret	misinterpret	VERB
cblr-3425	625	60	the	the	DET
cblr-3425	625	61	contract.207	contract.207	NOUN
cblr-3425	625	62	in	in	ADP
cblr-3425	625	63	order	order	NOUN
cblr-3425	625	64	for	for	SCONJ
cblr-3425	625	65	contract	contract	NOUN
cblr-3425	625	66	drafters	drafter	NOUN
cblr-3425	625	67	to	to	PART
cblr-3425	625	68	efficiently	efficiently	ADV
cblr-3425	625	69	balance	balance	VERB
cblr-3425	625	70	frontend	frontend	NOUN
cblr-3425	625	71	and	and	CCONJ
cblr-3425	625	72	back	back	ADJ
cblr-3425	625	73	-	-	PUNCT
cblr-3425	625	74	end	end	NOUN
cblr-3425	625	75	costs	cost	NOUN
cblr-3425	625	76	,	,	PUNCT
cblr-3425	625	77	they	they	PRON
cblr-3425	625	78	need	need	VERB
cblr-3425	625	79	to	to	PART
cblr-3425	625	80	understand	understand	VERB
cblr-3425	625	81	the	the	DET
cblr-3425	625	82	connections	connection	NOUN
cblr-3425	625	83	between	between	ADP
cblr-3425	625	84	these	these	DET
cblr-3425	625	85	costs	cost	NOUN
cblr-3425	625	86	.	.	PUNCT
cblr-3425	626	1	without	without	ADP
cblr-3425	626	2	this	this	DET
cblr-3425	626	3	information	information	NOUN
cblr-3425	626	4	,	,	PUNCT
cblr-3425	626	5	203	203	NUM
cblr-3425	626	6	see	see	VERB
cblr-3425	626	7	choi	choi	NOUN
cblr-3425	626	8	&	&	CCONJ
cblr-3425	626	9	triantis	triantis	PROPN
cblr-3425	626	10	,	,	PUNCT
cblr-3425	626	11	supra	supra	PROPN
cblr-3425	626	12	note	note	PROPN
cblr-3425	626	13	81	81	NUM
cblr-3425	626	14	,	,	PUNCT
cblr-3425	626	15	at	at	ADP
cblr-3425	626	16	851	851	NUM
cblr-3425	626	17	;	;	PUNCT
cblr-3425	626	18	posner	posner	NOUN
cblr-3425	626	19	,	,	PUNCT
cblr-3425	626	20	supra	supra	PROPN
cblr-3425	626	21	note	note	PROPN
cblr-3425	626	22	81	81	NUM
cblr-3425	626	23	,	,	PUNCT
cblr-3425	626	24	at	at	ADP
cblr-3425	626	25	1583–84	1583–84	NOUN
cblr-3425	626	26	;	;	PUNCT
cblr-3425	626	27	scott	scott	PROPN
cblr-3425	626	28	&	&	CCONJ
cblr-3425	626	29	triantis	triantis	PROPN
cblr-3425	626	30	,	,	PUNCT
cblr-3425	626	31	supra	supra	PROPN
cblr-3425	626	32	note	note	PROPN
cblr-3425	626	33	19	19	NUM
cblr-3425	626	34	,	,	PUNCT
cblr-3425	626	35	at	at	ADP
cblr-3425	626	36	814	814	NUM
cblr-3425	626	37	,	,	PUNCT
cblr-3425	626	38	817	817	NUM
cblr-3425	626	39	,	,	PUNCT
cblr-3425	626	40	822–24	822–24	NUM
cblr-3425	626	41	;	;	PUNCT
cblr-3425	626	42	scott	scott	PROPN
cblr-3425	626	43	&	&	CCONJ
cblr-3425	626	44	triantis	triantis	PROPN
cblr-3425	626	45	,	,	PUNCT
cblr-3425	626	46	supra	supra	PROPN
cblr-3425	626	47	note	note	PROPN
cblr-3425	626	48	16	16	NUM
cblr-3425	626	49	,	,	PUNCT
cblr-3425	626	50	at	at	ADP
cblr-3425	626	51	190–91	190–91	NUM
cblr-3425	626	52	.	.	PUNCT
cblr-3425	627	1	204	204	NUM
cblr-3425	627	2	see	see	VERB
cblr-3425	627	3	scott	scott	PROPN
cblr-3425	627	4	&	&	CCONJ
cblr-3425	627	5	triantis	triantis	PROPN
cblr-3425	627	6	,	,	PUNCT
cblr-3425	627	7	supra	supra	PROPN
cblr-3425	627	8	note	note	PROPN
cblr-3425	627	9	19	19	NUM
cblr-3425	627	10	,	,	PUNCT
cblr-3425	627	11	at	at	ADP
cblr-3425	627	12	823	823	NUM
cblr-3425	627	13	(	(	PUNCT
cblr-3425	627	14	drawing	draw	VERB
cblr-3425	627	15	the	the	DET
cblr-3425	627	16	distinction	distinction	NOUN
cblr-3425	627	17	between	between	ADP
cblr-3425	627	18	the	the	DET
cblr-3425	627	19	front	front	ADJ
cblr-3425	627	20	-	-	PUNCT
cblr-3425	627	21	end	end	NOUN
cblr-3425	627	22	and	and	CCONJ
cblr-3425	627	23	back	back	NOUN
cblr-3425	627	24	-	-	PUNCT
cblr-3425	627	25	end	end	NOUN
cblr-3425	627	26	of	of	ADP
cblr-3425	627	27	a	a	DET
cblr-3425	627	28	contract	contract	NOUN
cblr-3425	627	29	’s	’s	PART
cblr-3425	627	30	life	life	NOUN
cblr-3425	627	31	as	as	ADP
cblr-3425	627	32	the	the	DET
cblr-3425	627	33	resolution	resolution	NOUN
cblr-3425	627	34	of	of	ADP
cblr-3425	627	35	uncertainty	uncertainty	NOUN
cblr-3425	627	36	)	)	PUNCT
cblr-3425	627	37	.	.	PUNCT
cblr-3425	628	1	205	205	NUM
cblr-3425	628	2	see	see	NOUN
cblr-3425	628	3	posner	posner	NOUN
cblr-3425	628	4	,	,	PUNCT
cblr-3425	628	5	supra	supra	PROPN
cblr-3425	628	6	note	note	PROPN
cblr-3425	628	7	81	81	NUM
cblr-3425	628	8	,	,	PUNCT
cblr-3425	628	9	at	at	ADP
cblr-3425	628	10	1583–84	1583–84	NOUN
cblr-3425	628	11	;	;	PUNCT
cblr-3425	628	12	scott	scott	PROPN
cblr-3425	628	13	&	&	CCONJ
cblr-3425	628	14	triantis	triantis	PROPN
cblr-3425	628	15	,	,	PUNCT
cblr-3425	628	16	supra	supra	PROPN
cblr-3425	628	17	note	note	PROPN
cblr-3425	628	18	19	19	NUM
cblr-3425	628	19	,	,	PUNCT
cblr-3425	628	20	at	at	ADP
cblr-3425	628	21	814	814	NUM
cblr-3425	628	22	,	,	PUNCT
cblr-3425	628	23	817	817	NUM
cblr-3425	628	24	,	,	PUNCT
cblr-3425	628	25	836	836	NUM
cblr-3425	628	26	(	(	PUNCT
cblr-3425	628	27	proposing	propose	VERB
cblr-3425	628	28	the	the	DET
cblr-3425	628	29	use	use	NOUN
cblr-3425	628	30	of	of	ADP
cblr-3425	628	31	indifference	indifference	NOUN
cblr-3425	628	32	curves	curve	NOUN
cblr-3425	628	33	to	to	PART
cblr-3425	628	34	model	model	VERB
cblr-3425	628	35	the	the	DET
cblr-3425	628	36	efficient	efficient	ADJ
cblr-3425	628	37	tradeoff	tradeoff	NOUN
cblr-3425	628	38	between	between	ADP
cblr-3425	628	39	front	front	ADJ
cblr-3425	628	40	-	-	PUNCT
cblr-3425	628	41	end	end	NOUN
cblr-3425	628	42	and	and	CCONJ
cblr-3425	628	43	back	back	ADJ
cblr-3425	628	44	-	-	PUNCT
cblr-3425	628	45	end	end	NOUN
cblr-3425	628	46	costs	cost	NOUN
cblr-3425	628	47	)	)	PUNCT
cblr-3425	628	48	;	;	PUNCT
cblr-3425	628	49	scott	scott	PROPN
cblr-3425	628	50	&	&	CCONJ
cblr-3425	628	51	triantis	triantis	PROPN
cblr-3425	628	52	,	,	PUNCT
cblr-3425	628	53	supra	supra	PROPN
cblr-3425	628	54	note	note	PROPN
cblr-3425	628	55	16	16	NUM
cblr-3425	628	56	,	,	PUNCT
cblr-3425	628	57	at	at	ADP
cblr-3425	628	58	196–98	196–98	NUM
cblr-3425	628	59	.	.	PUNCT
cblr-3425	629	1	206	206	NUM
cblr-3425	629	2	see	see	VERB
cblr-3425	629	3	posner	posner	NOUN
cblr-3425	629	4	,	,	PUNCT
cblr-3425	629	5	supra	supra	PROPN
cblr-3425	629	6	note	note	PROPN
cblr-3425	629	7	81	81	NUM
cblr-3425	629	8	,	,	PUNCT
cblr-3425	629	9	at	at	ADP
cblr-3425	629	10	1608	1608	NUM
cblr-3425	629	11	;	;	PUNCT
cblr-3425	629	12	scott	scott	PROPN
cblr-3425	629	13	&	&	CCONJ
cblr-3425	629	14	triantis	triantis	PROPN
cblr-3425	629	15	,	,	PUNCT
cblr-3425	629	16	supra	supra	PROPN
cblr-3425	629	17	note	note	PROPN
cblr-3425	629	18	19	19	NUM
cblr-3425	629	19	,	,	PUNCT
cblr-3425	629	20	at	at	ADP
cblr-3425	629	21	814	814	NUM
cblr-3425	629	22	,	,	PUNCT
cblr-3425	629	23	817	817	NUM
cblr-3425	629	24	,	,	PUNCT
cblr-3425	629	25	822–24	822–24	NUM
cblr-3425	629	26	,	,	PUNCT
cblr-3425	629	27	836	836	NUM
cblr-3425	629	28	;	;	PUNCT
cblr-3425	629	29	scott	scott	PROPN
cblr-3425	629	30	&	&	CCONJ
cblr-3425	629	31	triantis	triantis	PROPN
cblr-3425	629	32	,	,	PUNCT
cblr-3425	629	33	supra	supra	PROPN
cblr-3425	629	34	note	note	PROPN
cblr-3425	629	35	16	16	NUM
cblr-3425	629	36	,	,	PUNCT
cblr-3425	629	37	at	at	ADP
cblr-3425	629	38	196–98	196–98	NUM
cblr-3425	629	39	.	.	PUNCT
cblr-3425	630	1	but	but	CCONJ
cblr-3425	630	2	see	see	VERB
cblr-3425	630	3	hill	hill	PROPN
cblr-3425	630	4	,	,	PUNCT
cblr-3425	630	5	supra	supra	PROPN
cblr-3425	630	6	note	note	PROPN
cblr-3425	630	7	196	196	NUM
cblr-3425	630	8	,	,	PUNCT
cblr-3425	630	9	at	at	ADP
cblr-3425	630	10	208–12	208–12	PROPN
cblr-3425	630	11	(	(	PUNCT
cblr-3425	630	12	arguing	argue	VERB
cblr-3425	630	13	that	that	SCONJ
cblr-3425	630	14	less	less	ADV
cblr-3425	630	15	specific	specific	ADJ
cblr-3425	630	16	contract	contract	NOUN
cblr-3425	630	17	terms	term	NOUN
cblr-3425	630	18	,	,	PUNCT
cblr-3425	630	19	which	which	PRON
cblr-3425	630	20	lead	lead	VERB
cblr-3425	630	21	to	to	ADP
cblr-3425	630	22	lower	low	ADJ
cblr-3425	630	23	front	front	ADJ
cblr-3425	630	24	-	-	PUNCT
cblr-3425	630	25	end	end	NOUN
cblr-3425	630	26	costs	cost	NOUN
cblr-3425	630	27	,	,	PUNCT
cblr-3425	630	28	can	can	AUX
cblr-3425	630	29	serve	serve	VERB
cblr-3425	630	30	as	as	ADP
cblr-3425	630	31	a	a	DET
cblr-3425	630	32	bonding	bonding	NOUN
cblr-3425	630	33	mechanism	mechanism	NOUN
cblr-3425	630	34	that	that	PRON
cblr-3425	630	35	deters	deter	VERB
cblr-3425	630	36	parties	party	NOUN
cblr-3425	630	37	from	from	ADP
cblr-3425	630	38	engaging	engage	VERB
cblr-3425	630	39	in	in	ADP
cblr-3425	630	40	litigation	litigation	NOUN
cblr-3425	630	41	,	,	PUNCT
cblr-3425	630	42	thereby	thereby	ADV
cblr-3425	630	43	reducing	reduce	VERB
cblr-3425	630	44	back	back	ADJ
cblr-3425	630	45	-	-	PUNCT
cblr-3425	630	46	end	end	NOUN
cblr-3425	630	47	costs	cost	NOUN
cblr-3425	630	48	as	as	ADV
cblr-3425	630	49	well	well	ADV
cblr-3425	630	50	)	)	PUNCT
cblr-3425	630	51	;	;	PUNCT
cblr-3425	630	52	choi	choi	PROPN
cblr-3425	630	53	&	&	CCONJ
cblr-3425	630	54	triantis	triantis	PROPN
cblr-3425	630	55	,	,	PUNCT
cblr-3425	630	56	supra	supra	PROPN
cblr-3425	630	57	note	note	PROPN
cblr-3425	630	58	81	81	NUM
cblr-3425	630	59	,	,	PUNCT
cblr-3425	630	60	at	at	ADP
cblr-3425	630	61	852–55	852–55	NUM
cblr-3425	630	62	,	,	PUNCT
cblr-3425	630	63	859–60	859–60	NUM
cblr-3425	630	64	,	,	PUNCT
cblr-3425	630	65	883	883	NUM
cblr-3425	630	66	,	,	PUNCT
cblr-3425	630	67	885	885	NUM
cblr-3425	630	68	,	,	PUNCT
cblr-3425	630	69	921	921	NUM
cblr-3425	630	70	–	–	PUNCT
cblr-3425	630	71	22	22	NUM
cblr-3425	630	72	(	(	PUNCT
cblr-3425	630	73	arguing	argue	VERB
cblr-3425	630	74	that	that	SCONJ
cblr-3425	630	75	vague	vague	ADJ
cblr-3425	630	76	terms	term	NOUN
cblr-3425	630	77	with	with	ADP
cblr-3425	630	78	lower	low	ADJ
cblr-3425	630	79	front	front	ADJ
cblr-3425	630	80	-	-	PUNCT
cblr-3425	630	81	end	end	NOUN
cblr-3425	630	82	costs	cost	NOUN
cblr-3425	630	83	can	can	AUX
cblr-3425	630	84	incentivize	incentivize	VERB
cblr-3425	630	85	an	an	DET
cblr-3425	630	86	efficient	efficient	ADJ
cblr-3425	630	87	provision	provision	NOUN
cblr-3425	630	88	of	of	ADP
cblr-3425	630	89	information	information	NOUN
cblr-3425	630	90	ex	ex	X
cblr-3425	630	91	ante	ante	NOUN
cblr-3425	630	92	to	to	PART
cblr-3425	630	93	deter	deter	VERB
cblr-3425	630	94	adverse	adverse	ADJ
cblr-3425	630	95	selection	selection	NOUN
cblr-3425	630	96	,	,	PUNCT
cblr-3425	630	97	thereby	thereby	ADV
cblr-3425	630	98	reducing	reduce	VERB
cblr-3425	630	99	back	back	ADJ
cblr-3425	630	100	-	-	PUNCT
cblr-3425	630	101	end	end	NOUN
cblr-3425	630	102	litigation	litigation	NOUN
cblr-3425	630	103	costs	cost	NOUN
cblr-3425	630	104	)	)	PUNCT
cblr-3425	630	105	.	.	PUNCT
cblr-3425	631	1	choi	choi	PROPN
cblr-3425	631	2	&	&	CCONJ
cblr-3425	631	3	triantis	triantis	PROPN
cblr-3425	631	4	provide	provide	VERB
cblr-3425	631	5	a	a	DET
cblr-3425	631	6	series	series	NOUN
cblr-3425	631	7	of	of	ADP
cblr-3425	631	8	numerical	numerical	ADJ
cblr-3425	631	9	examples	example	NOUN
cblr-3425	631	10	for	for	ADP
cblr-3425	631	11	their	their	PRON
cblr-3425	631	12	proposed	propose	VERB
cblr-3425	631	13	theory	theory	NOUN
cblr-3425	631	14	using	use	VERB
cblr-3425	631	15	the	the	DET
cblr-3425	631	16	context	context	NOUN
cblr-3425	631	17	of	of	ADP
cblr-3425	631	18	a	a	DET
cblr-3425	631	19	material	material	ADJ
cblr-3425	631	20	adverse	adverse	ADJ
cblr-3425	631	21	change	change	NOUN
cblr-3425	631	22	clause	clause	NOUN
cblr-3425	631	23	in	in	ADP
cblr-3425	631	24	an	an	DET
cblr-3425	631	25	acquisition	acquisition	NOUN
cblr-3425	631	26	agreement	agreement	NOUN
cblr-3425	631	27	.	.	PUNCT
cblr-3425	632	1	see	see	VERB
cblr-3425	632	2	choi	choi	PROPN
cblr-3425	632	3	&	&	CCONJ
cblr-3425	632	4	triantis	triantis	PROPN
cblr-3425	632	5	,	,	PUNCT
cblr-3425	632	6	supra	supra	PROPN
cblr-3425	632	7	note	note	PROPN
cblr-3425	632	8	81	81	NUM
cblr-3425	632	9	,	,	PUNCT
cblr-3425	632	10	at	at	ADP
cblr-3425	632	11	896–920	896–920	NUM
cblr-3425	632	12	.	.	PUNCT
cblr-3425	633	1	207	207	NUM
cblr-3425	633	2	the	the	DET
cblr-3425	633	3	tradeoff	tradeoff	NOUN
cblr-3425	633	4	between	between	ADP
cblr-3425	633	5	vague	vague	ADJ
cblr-3425	633	6	(	(	PUNCT
cblr-3425	633	7	less	less	ADV
cblr-3425	633	8	costly	costly	ADJ
cblr-3425	633	9	)	)	PUNCT
cblr-3425	633	10	and	and	CCONJ
cblr-3425	633	11	precise	precise	ADJ
cblr-3425	633	12	(	(	PUNCT
cblr-3425	633	13	costlier	costly	ADJ
cblr-3425	633	14	)	)	PUNCT
cblr-3425	633	15	contract	contract	NOUN
cblr-3425	633	16	terms	term	NOUN
cblr-3425	633	17	during	during	ADP
cblr-3425	633	18	the	the	DET
cblr-3425	633	19	front	front	ADJ
cblr-3425	633	20	-	-	PUNCT
cblr-3425	633	21	end	end	NOUN
cblr-3425	633	22	and	and	CCONJ
cblr-3425	633	23	the	the	DET
cblr-3425	633	24	effects	effect	NOUN
cblr-3425	633	25	of	of	ADP
cblr-3425	633	26	contractual	contractual	ADJ
cblr-3425	633	27	preciseness	preciseness	NOUN
cblr-3425	633	28	on	on	ADP
cblr-3425	633	29	back	back	ADJ
cblr-3425	633	30	-	-	PUNCT
cblr-3425	633	31	end	end	NOUN
cblr-3425	633	32	litigation	litigation	NOUN
cblr-3425	633	33	costs	cost	NOUN
cblr-3425	633	34	has	have	AUX
cblr-3425	633	35	been	be	AUX
cblr-3425	633	36	compared	compare	VERB
cblr-3425	633	37	to	to	ADP
cblr-3425	633	38	the	the	DET
cblr-3425	633	39	tradeoff	tradeoff	NOUN
cblr-3425	633	40	between	between	ADP
cblr-3425	633	41	rules	rule	NOUN
cblr-3425	633	42	and	and	CCONJ
cblr-3425	633	43	standards	standard	NOUN
cblr-3425	633	44	from	from	ADP
cblr-3425	633	45	the	the	DET
cblr-3425	633	46	literature	literature	NOUN
cblr-3425	633	47	on	on	ADP
cblr-3425	633	48	legislation	legislation	NOUN
cblr-3425	633	49	and	and	CCONJ
cblr-3425	633	50	regulation	regulation	NOUN
cblr-3425	633	51	.	.	PUNCT
cblr-3425	634	1	see	see	VERB
cblr-3425	634	2	scott	scott	PROPN
cblr-3425	634	3	&	&	CCONJ
cblr-3425	634	4	triantis	triantis	PROPN
cblr-3425	634	5	,	,	PUNCT
cblr-3425	634	6	supra	supra	PROPN
cblr-3425	634	7	note	note	PROPN
cblr-3425	634	8	19	19	NUM
cblr-3425	634	9	,	,	PUNCT
cblr-3425	634	10	at	at	ADP
cblr-3425	634	11	820	820	NUM
cblr-3425	634	12	.	.	PUNCT
cblr-3425	635	1	676	676	NUM
cblr-3425	635	2	columbia	columbia	PROPN
cblr-3425	635	3	business	business	NOUN
cblr-3425	635	4	law	law	NOUN
cblr-3425	635	5	review	review	NOUN
cblr-3425	635	6	[	[	X
cblr-3425	635	7	vol	vol	NOUN
cblr-3425	635	8	.	.	NOUN
cblr-3425	635	9	2019	2019	NUM
cblr-3425	635	10	parties	party	NOUN
cblr-3425	635	11	may	may	AUX
cblr-3425	635	12	engage	engage	VERB
cblr-3425	635	13	in	in	ADP
cblr-3425	635	14	inefficient	inefficient	ADJ
cblr-3425	635	15	balancing	balancing	NOUN
cblr-3425	635	16	.	.	PUNCT
cblr-3425	636	1	for	for	ADP
cblr-3425	636	2	example	example	NOUN
cblr-3425	636	3	,	,	PUNCT
cblr-3425	636	4	assume	assume	VERB
cblr-3425	636	5	that	that	SCONJ
cblr-3425	636	6	a	a	DET
cblr-3425	636	7	contract	contract	NOUN
cblr-3425	636	8	drafter	drafter	NOUN
cblr-3425	636	9	is	be	AUX
cblr-3425	636	10	considering	consider	VERB
cblr-3425	636	11	how	how	SCONJ
cblr-3425	636	12	much	much	ADJ
cblr-3425	636	13	time	time	NOUN
cblr-3425	636	14	and	and	CCONJ
cblr-3425	636	15	effort	effort	NOUN
cblr-3425	636	16	to	to	PART
cblr-3425	636	17	invest	invest	VERB
cblr-3425	636	18	in	in	ADP
cblr-3425	636	19	the	the	DET
cblr-3425	636	20	design	design	NOUN
cblr-3425	636	21	of	of	ADP
cblr-3425	636	22	a	a	DET
cblr-3425	636	23	term	term	NOUN
cblr-3425	636	24	during	during	ADP
cblr-3425	636	25	the	the	DET
cblr-3425	636	26	frontend	frontend	NOUN
cblr-3425	636	27	of	of	ADP
cblr-3425	636	28	a	a	DET
cblr-3425	636	29	contract	contract	NOUN
cblr-3425	636	30	’s	’s	PART
cblr-3425	636	31	life	life	NOUN
cblr-3425	636	32	.	.	PUNCT
cblr-3425	637	1	the	the	DET
cblr-3425	637	2	drafter	drafter	NOUN
cblr-3425	637	3	can	can	AUX
cblr-3425	637	4	either	either	CCONJ
cblr-3425	637	5	design	design	VERB
cblr-3425	637	6	a	a	DET
cblr-3425	637	7	vague	vague	ADJ
cblr-3425	637	8	term	term	NOUN
cblr-3425	637	9	that	that	PRON
cblr-3425	637	10	is	be	AUX
cblr-3425	637	11	less	less	ADV
cblr-3425	637	12	expensive	expensive	ADJ
cblr-3425	637	13	(	(	PUNCT
cblr-3425	637	14	term	term	NOUN
cblr-3425	637	15	1	1	NUM
cblr-3425	637	16	)	)	PUNCT
cblr-3425	637	17	or	or	CCONJ
cblr-3425	637	18	a	a	DET
cblr-3425	637	19	precise	precise	ADJ
cblr-3425	637	20	term	term	NOUN
cblr-3425	637	21	that	that	PRON
cblr-3425	637	22	is	be	AUX
cblr-3425	637	23	more	more	ADV
cblr-3425	637	24	expensive	expensive	ADJ
cblr-3425	637	25	(	(	PUNCT
cblr-3425	637	26	term	term	NOUN
cblr-3425	637	27	2	2	NUM
cblr-3425	637	28	)	)	PUNCT
cblr-3425	637	29	.	.	PUNCT
cblr-3425	638	1	assume	assume	VERB
cblr-3425	638	2	term	term	NOUN
cblr-3425	638	3	2	2	NUM
cblr-3425	638	4	is	be	AUX
cblr-3425	638	5	$	$	SYM
cblr-3425	638	6	10	10	NUM
cblr-3425	638	7	more	more	ADV
cblr-3425	638	8	expensive	expensive	ADJ
cblr-3425	638	9	in	in	ADP
cblr-3425	638	10	the	the	DET
cblr-3425	638	11	front	front	ADJ
cblr-3425	638	12	-	-	PUNCT
cblr-3425	638	13	end	end	NOUN
cblr-3425	638	14	than	than	ADP
cblr-3425	638	15	term	term	NOUN
cblr-3425	638	16	1	1	NUM
cblr-3425	638	17	.	.	PUNCT
cblr-3425	639	1	the	the	DET
cblr-3425	639	2	drafter	drafter	NOUN
cblr-3425	639	3	should	should	AUX
cblr-3425	639	4	therefore	therefore	ADV
cblr-3425	639	5	select	select	VERB
cblr-3425	639	6	term	term	NOUN
cblr-3425	639	7	2	2	NUM
cblr-3425	639	8	if	if	SCONJ
cblr-3425	639	9	term	term	NOUN
cblr-3425	639	10	2	2	NUM
cblr-3425	639	11	will	will	AUX
cblr-3425	639	12	save	save	VERB
cblr-3425	639	13	more	more	ADJ
cblr-3425	639	14	than	than	ADP
cblr-3425	639	15	$	$	SYM
cblr-3425	639	16	10	10	NUM
cblr-3425	639	17	in	in	ADP
cblr-3425	639	18	expected	expect	VERB
cblr-3425	639	19	value	value	NOUN
cblr-3425	639	20	on	on	ADP
cblr-3425	639	21	the	the	DET
cblr-3425	639	22	back	back	ADJ
cblr-3425	639	23	-	-	PUNCT
cblr-3425	639	24	end	end	NOUN
cblr-3425	639	25	relative	relative	ADJ
cblr-3425	639	26	to	to	ADP
cblr-3425	639	27	term	term	NOUN
cblr-3425	639	28	1	1	NUM
cblr-3425	639	29	.	.	PUNCT
cblr-3425	640	1	assume	assume	VERB
cblr-3425	640	2	the	the	DET
cblr-3425	640	3	relevant	relevant	ADJ
cblr-3425	640	4	back	back	ADJ
cblr-3425	640	5	-	-	PUNCT
cblr-3425	640	6	end	end	NOUN
cblr-3425	640	7	cost	cost	NOUN
cblr-3425	640	8	in	in	ADP
cblr-3425	640	9	this	this	DET
cblr-3425	640	10	scenario	scenario	NOUN
cblr-3425	640	11	is	be	AUX
cblr-3425	640	12	potential	potential	ADJ
cblr-3425	640	13	litigation	litigation	NOUN
cblr-3425	640	14	and	and	CCONJ
cblr-3425	640	15	that	that	SCONJ
cblr-3425	640	16	litigation	litigation	NOUN
cblr-3425	640	17	carries	carry	VERB
cblr-3425	640	18	a	a	DET
cblr-3425	640	19	cost	cost	NOUN
cblr-3425	640	20	of	of	ADP
cblr-3425	640	21	$	$	SYM
cblr-3425	640	22	100	100	NUM
cblr-3425	640	23	.	.	PUNCT
cblr-3425	641	1	the	the	DET
cblr-3425	641	2	drafter	drafter	NOUN
cblr-3425	641	3	should	should	AUX
cblr-3425	641	4	therefore	therefore	ADV
cblr-3425	641	5	use	use	VERB
cblr-3425	641	6	term	term	NOUN
cblr-3425	641	7	2	2	NUM
cblr-3425	641	8	if	if	SCONJ
cblr-3425	641	9	term	term	NOUN
cblr-3425	641	10	2	2	NUM
cblr-3425	641	11	reduces	reduce	VERB
cblr-3425	641	12	the	the	DET
cblr-3425	641	13	likelihood	likelihood	NOUN
cblr-3425	641	14	of	of	ADP
cblr-3425	641	15	litigation	litigation	NOUN
cblr-3425	641	16	relative	relative	ADJ
cblr-3425	641	17	to	to	ADP
cblr-3425	641	18	term	term	NOUN
cblr-3425	641	19	1	1	NUM
cblr-3425	641	20	by	by	ADP
cblr-3425	641	21	more	more	ADJ
cblr-3425	641	22	than	than	ADP
cblr-3425	641	23	10%.208	10%.208	NUM
cblr-3425	641	24	to	to	PART
cblr-3425	641	25	make	make	VERB
cblr-3425	641	26	this	this	DET
cblr-3425	641	27	determination	determination	NOUN
cblr-3425	641	28	,	,	PUNCT
cblr-3425	641	29	the	the	DET
cblr-3425	641	30	drafter	drafter	NOUN
cblr-3425	641	31	needs	need	VERB
cblr-3425	641	32	information	information	NOUN
cblr-3425	641	33	on	on	ADP
cblr-3425	641	34	the	the	DET
cblr-3425	641	35	front	front	ADJ
cblr-3425	641	36	-	-	PUNCT
cblr-3425	641	37	end	end	NOUN
cblr-3425	641	38	cost	cost	NOUN
cblr-3425	641	39	of	of	ADP
cblr-3425	641	40	term	term	NOUN
cblr-3425	641	41	2	2	NUM
cblr-3425	641	42	relative	relative	ADJ
cblr-3425	641	43	to	to	ADP
cblr-3425	641	44	term	term	NOUN
cblr-3425	641	45	1	1	NUM
cblr-3425	641	46	,	,	PUNCT
cblr-3425	641	47	the	the	DET
cblr-3425	641	48	cost	cost	NOUN
cblr-3425	641	49	of	of	ADP
cblr-3425	641	50	litigation	litigation	NOUN
cblr-3425	641	51	,	,	PUNCT
cblr-3425	641	52	and	and	CCONJ
cblr-3425	641	53	the	the	DET
cblr-3425	641	54	reduction	reduction	NOUN
cblr-3425	641	55	in	in	ADP
cblr-3425	641	56	the	the	DET
cblr-3425	641	57	likelihood	likelihood	NOUN
cblr-3425	641	58	of	of	ADP
cblr-3425	641	59	litigation	litigation	NOUN
cblr-3425	641	60	associated	associate	VERB
cblr-3425	641	61	with	with	ADP
cblr-3425	641	62	term	term	NOUN
cblr-3425	641	63	2	2	NUM
cblr-3425	641	64	relative	relative	ADJ
cblr-3425	641	65	to	to	ADP
cblr-3425	641	66	term	term	NOUN
cblr-3425	641	67	1	1	NUM
cblr-3425	641	68	.	.	PUNCT
cblr-3425	642	1	if	if	SCONJ
cblr-3425	642	2	the	the	DET
cblr-3425	642	3	drafter	drafter	NOUN
cblr-3425	642	4	mistakenly	mistakenly	ADV
cblr-3425	642	5	believes	believe	VERB
cblr-3425	642	6	that	that	SCONJ
cblr-3425	642	7	term	term	NOUN
cblr-3425	642	8	2	2	NUM
cblr-3425	642	9	reduces	reduce	VERB
cblr-3425	642	10	the	the	DET
cblr-3425	642	11	likelihood	likelihood	NOUN
cblr-3425	642	12	of	of	ADP
cblr-3425	642	13	litigation	litigation	NOUN
cblr-3425	642	14	by	by	ADP
cblr-3425	642	15	15	15	NUM
cblr-3425	642	16	%	%	NOUN
cblr-3425	642	17	but	but	CCONJ
cblr-3425	642	18	term	term	NOUN
cblr-3425	642	19	2	2	NUM
cblr-3425	642	20	actually	actually	ADV
cblr-3425	642	21	only	only	ADV
cblr-3425	642	22	reduces	reduce	VERB
cblr-3425	642	23	the	the	DET
cblr-3425	642	24	likelihood	likelihood	NOUN
cblr-3425	642	25	by	by	ADP
cblr-3425	642	26	5	5	NUM
cblr-3425	642	27	%	%	NOUN
cblr-3425	642	28	,	,	PUNCT
cblr-3425	642	29	the	the	DET
cblr-3425	642	30	drafter	drafter	NOUN
cblr-3425	642	31	would	would	AUX
cblr-3425	642	32	inefficiently	inefficiently	ADV
cblr-3425	642	33	invest	invest	VERB
cblr-3425	642	34	in	in	ADP
cblr-3425	642	35	term	term	NOUN
cblr-3425	642	36	2	2	NUM
cblr-3425	642	37	during	during	ADP
cblr-3425	642	38	the	the	DET
cblr-3425	642	39	front	front	ADJ
cblr-3425	642	40	-	-	PUNCT
cblr-3425	642	41	end	end	NOUN
cblr-3425	642	42	,	,	PUNCT
cblr-3425	642	43	thereby	thereby	ADV
cblr-3425	642	44	increasing	increase	VERB
cblr-3425	642	45	overall	overall	ADJ
cblr-3425	642	46	contracting	contracting	NOUN
cblr-3425	642	47	costs	cost	NOUN
cblr-3425	642	48	.	.	PUNCT
cblr-3425	643	1	predictive	predictive	ADJ
cblr-3425	643	2	contracting	contracting	NOUN
cblr-3425	643	3	can	can	AUX
cblr-3425	643	4	lead	lead	VERB
cblr-3425	643	5	to	to	ADP
cblr-3425	643	6	more	more	ADV
cblr-3425	643	7	efficient	efficient	ADJ
cblr-3425	643	8	cost	cost	NOUN
cblr-3425	643	9	balancing	balancing	NOUN
cblr-3425	643	10	by	by	ADP
cblr-3425	643	11	providing	provide	VERB
cblr-3425	643	12	contract	contract	NOUN
cblr-3425	643	13	drafters	drafter	NOUN
cblr-3425	643	14	with	with	ADP
cblr-3425	643	15	key	key	ADJ
cblr-3425	643	16	information	information	NOUN
cblr-3425	643	17	regarding	regard	VERB
cblr-3425	643	18	front	front	ADJ
cblr-3425	643	19	-	-	PUNCT
cblr-3425	643	20	end	end	NOUN
cblr-3425	643	21	and	and	CCONJ
cblr-3425	643	22	back	back	ADJ
cblr-3425	643	23	-	-	PUNCT
cblr-3425	643	24	end	end	NOUN
cblr-3425	643	25	costs	cost	NOUN
cblr-3425	643	26	.	.	PUNCT
cblr-3425	644	1	a	a	DET
cblr-3425	644	2	predictive	predictive	ADJ
cblr-3425	644	3	contracting	contracting	NOUN
cblr-3425	644	4	system	system	NOUN
cblr-3425	644	5	can	can	AUX
cblr-3425	644	6	track	track	VERB
cblr-3425	644	7	both	both	PRON
cblr-3425	644	8	front	front	ADJ
cblr-3425	644	9	-	-	PUNCT
cblr-3425	644	10	end	end	NOUN
cblr-3425	644	11	and	and	CCONJ
cblr-3425	644	12	back	back	ADJ
cblr-3425	644	13	-	-	PUNCT
cblr-3425	644	14	end	end	NOUN
cblr-3425	644	15	costs	cost	NOUN
cblr-3425	644	16	associated	associate	VERB
cblr-3425	644	17	with	with	ADP
cblr-3425	644	18	a	a	DET
cblr-3425	644	19	particular	particular	ADJ
cblr-3425	644	20	type	type	NOUN
cblr-3425	644	21	of	of	ADP
cblr-3425	644	22	contract	contract	NOUN
cblr-3425	644	23	.	.	PUNCT
cblr-3425	645	1	the	the	DET
cblr-3425	645	2	system	system	NOUN
cblr-3425	645	3	can	can	AUX
cblr-3425	645	4	then	then	ADV
cblr-3425	645	5	use	use	VERB
cblr-3425	645	6	these	these	DET
cblr-3425	645	7	data	datum	NOUN
cblr-3425	645	8	(	(	PUNCT
cblr-3425	645	9	along	along	ADP
cblr-3425	645	10	with	with	ADP
cblr-3425	645	11	data	datum	NOUN
cblr-3425	645	12	on	on	ADP
cblr-3425	645	13	relevant	relevant	ADJ
cblr-3425	645	14	exogenous	exogenous	ADJ
cblr-3425	645	15	conditions	condition	NOUN
cblr-3425	645	16	)	)	PUNCT
cblr-3425	645	17	to	to	PART
cblr-3425	645	18	identify	identify	VERB
cblr-3425	645	19	connections	connection	NOUN
cblr-3425	645	20	between	between	ADP
cblr-3425	645	21	front	front	NOUN
cblr-3425	645	22	208	208	NUM
cblr-3425	645	23	the	the	DET
cblr-3425	645	24	drafter	drafter	NOUN
cblr-3425	645	25	should	should	AUX
cblr-3425	645	26	use	use	VERB
cblr-3425	645	27	term	term	NOUN
cblr-3425	645	28	2	2	NUM
cblr-3425	645	29	if	if	SCONJ
cblr-3425	645	30	the	the	DET
cblr-3425	645	31	benefit	benefit	NOUN
cblr-3425	645	32	of	of	ADP
cblr-3425	645	33	term	term	NOUN
cblr-3425	645	34	2	2	NUM
cblr-3425	645	35	relative	relative	ADJ
cblr-3425	645	36	to	to	ADP
cblr-3425	645	37	term	term	NOUN
cblr-3425	645	38	1	1	NUM
cblr-3425	645	39	is	be	AUX
cblr-3425	645	40	greater	great	ADJ
cblr-3425	645	41	than	than	ADP
cblr-3425	645	42	the	the	DET
cblr-3425	645	43	cost	cost	NOUN
cblr-3425	645	44	of	of	ADP
cblr-3425	645	45	term	term	NOUN
cblr-3425	645	46	2	2	NUM
cblr-3425	645	47	relative	relative	ADJ
cblr-3425	645	48	to	to	ADP
cblr-3425	645	49	term	term	NOUN
cblr-3425	645	50	1	1	NUM
cblr-3425	645	51	,	,	PUNCT
cblr-3425	645	52	which	which	PRON
cblr-3425	645	53	is	be	AUX
cblr-3425	645	54	$	$	SYM
cblr-3425	645	55	10	10	NUM
cblr-3425	645	56	.	.	PUNCT
cblr-3425	646	1	the	the	DET
cblr-3425	646	2	benefit	benefit	NOUN
cblr-3425	646	3	of	of	ADP
cblr-3425	646	4	term	term	NOUN
cblr-3425	646	5	2	2	NUM
cblr-3425	646	6	relative	relative	ADJ
cblr-3425	646	7	to	to	ADP
cblr-3425	646	8	term	term	NOUN
cblr-3425	646	9	1	1	NUM
cblr-3425	646	10	can	can	AUX
cblr-3425	646	11	be	be	AUX
cblr-3425	646	12	represented	represent	VERB
cblr-3425	646	13	as	as	ADP
cblr-3425	646	14	the	the	DET
cblr-3425	646	15	reduction	reduction	NOUN
cblr-3425	646	16	in	in	ADP
cblr-3425	646	17	the	the	DET
cblr-3425	646	18	likelihood	likelihood	NOUN
cblr-3425	646	19	of	of	ADP
cblr-3425	646	20	litigation	litigation	NOUN
cblr-3425	646	21	multiplied	multiply	VERB
cblr-3425	646	22	by	by	ADP
cblr-3425	646	23	the	the	DET
cblr-3425	646	24	cost	cost	NOUN
cblr-3425	646	25	of	of	ADP
cblr-3425	646	26	litigation	litigation	NOUN
cblr-3425	646	27	,	,	PUNCT
cblr-3425	646	28	which	which	PRON
cblr-3425	646	29	is	be	AUX
cblr-3425	646	30	$	$	SYM
cblr-3425	646	31	100	100	NUM
cblr-3425	646	32	.	.	PUNCT
cblr-3425	647	1	the	the	DET
cblr-3425	647	2	balancing	balance	VERB
cblr-3425	647	3	equation	equation	NOUN
cblr-3425	647	4	is	be	AUX
cblr-3425	647	5	therefore	therefore	ADV
cblr-3425	647	6	:	:	PUNCT
cblr-3425	647	7	cost	cost	NOUN
cblr-3425	647	8	of	of	ADP
cblr-3425	647	9	term	term	NOUN
cblr-3425	647	10	2	2	NUM
cblr-3425	647	11	=	=	SYM
cblr-3425	647	12	$	$	SYM
cblr-3425	647	13	10	10	NUM
cblr-3425	647	14	<	<	X
cblr-3425	647	15	benefit	benefit	NOUN
cblr-3425	647	16	of	of	ADP
cblr-3425	647	17	term	term	NOUN
cblr-3425	647	18	2	2	NUM
cblr-3425	647	19	=	=	NOUN
cblr-3425	647	20	reduction	reduction	NOUN
cblr-3425	647	21	in	in	ADP
cblr-3425	647	22	litigation	litigation	NOUN
cblr-3425	647	23	likelihood	likelihood	NOUN
cblr-3425	647	24	*	*	PUNCT
cblr-3425	647	25	$	$	SYM
cblr-3425	647	26	100	100	NUM
cblr-3425	647	27	.	.	PUNCT
cblr-3425	648	1	the	the	DET
cblr-3425	648	2	benefit	benefit	NOUN
cblr-3425	648	3	of	of	ADP
cblr-3425	648	4	term	term	NOUN
cblr-3425	648	5	2	2	NUM
cblr-3425	648	6	is	be	AUX
cblr-3425	648	7	therefore	therefore	ADV
cblr-3425	648	8	greater	great	ADJ
cblr-3425	648	9	than	than	ADP
cblr-3425	648	10	the	the	DET
cblr-3425	648	11	cost	cost	NOUN
cblr-3425	648	12	of	of	ADP
cblr-3425	648	13	term	term	NOUN
cblr-3425	648	14	2	2	NUM
cblr-3425	648	15	if	if	SCONJ
cblr-3425	648	16	term	term	NOUN
cblr-3425	648	17	2	2	NUM
cblr-3425	648	18	reduces	reduce	VERB
cblr-3425	648	19	the	the	DET
cblr-3425	648	20	likelihood	likelihood	NOUN
cblr-3425	648	21	of	of	ADP
cblr-3425	648	22	litigation	litigation	NOUN
cblr-3425	648	23	by	by	ADP
cblr-3425	648	24	more	more	ADJ
cblr-3425	648	25	than	than	ADP
cblr-3425	648	26	ten	ten	NUM
cblr-3425	648	27	percent	percent	NOUN
cblr-3425	648	28	.	.	PUNCT
cblr-3425	649	1	this	this	PRON
cblr-3425	649	2	is	be	AUX
cblr-3425	649	3	a	a	DET
cblr-3425	649	4	contractual	contractual	ADJ
cblr-3425	649	5	application	application	NOUN
cblr-3425	649	6	of	of	ADP
cblr-3425	649	7	the	the	DET
cblr-3425	649	8	famous	famous	ADJ
cblr-3425	649	9	formula	formula	NOUN
cblr-3425	649	10	for	for	ADP
cblr-3425	649	11	determining	determine	VERB
cblr-3425	649	12	negligence	negligence	NOUN
cblr-3425	649	13	set	set	VERB
cblr-3425	649	14	forth	forth	ADV
cblr-3425	649	15	by	by	ADP
cblr-3425	649	16	judge	judge	NOUN
cblr-3425	649	17	learned	learn	VERB
cblr-3425	649	18	hand	hand	NOUN
cblr-3425	649	19	in	in	ADP
cblr-3425	649	20	united	united	PROPN
cblr-3425	649	21	states	states	PROPN
cblr-3425	649	22	v.	v.	ADP
cblr-3425	649	23	carroll	carroll	PROPN
cblr-3425	649	24	towing	towing	PROPN
cblr-3425	649	25	co.	co.	PROPN
cblr-3425	649	26	,	,	PUNCT
cblr-3425	649	27	159	159	NUM
cblr-3425	649	28	f.2d	f.2d	NOUN
cblr-3425	649	29	169	169	NUM
cblr-3425	649	30	,	,	PUNCT
cblr-3425	649	31	173	173	NUM
cblr-3425	649	32	(	(	PUNCT
cblr-3425	649	33	2d	2d	NUM
cblr-3425	649	34	cir	cir	NOUN
cblr-3425	649	35	.	.	PUNCT
cblr-3425	649	36	1947	1947	NUM
cblr-3425	649	37	)	)	PUNCT
cblr-3425	649	38	.	.	PUNCT
cblr-3425	650	1	no	no	INTJ
cblr-3425	650	2	.	.	NOUN
cblr-3425	650	3	2:621	2:621	NUM
cblr-3425	650	4	]	]	X
cblr-3425	650	5	predictive	predictive	ADJ
cblr-3425	650	6	contracting	contracting	NOUN
cblr-3425	650	7	677	677	NUM
cblr-3425	650	8	end	end	NOUN
cblr-3425	650	9	and	and	CCONJ
cblr-3425	650	10	back	back	ADJ
cblr-3425	650	11	-	-	PUNCT
cblr-3425	650	12	end	end	NOUN
cblr-3425	650	13	costs	cost	NOUN
cblr-3425	650	14	.	.	PUNCT
cblr-3425	651	1	in	in	ADP
cblr-3425	651	2	the	the	DET
cblr-3425	651	3	previous	previous	ADJ
cblr-3425	651	4	example	example	NOUN
cblr-3425	651	5	,	,	PUNCT
cblr-3425	651	6	a	a	DET
cblr-3425	651	7	predictive	predictive	ADJ
cblr-3425	651	8	contracting	contracting	NOUN
cblr-3425	651	9	system	system	NOUN
cblr-3425	651	10	could	could	AUX
cblr-3425	651	11	provide	provide	VERB
cblr-3425	651	12	the	the	DET
cblr-3425	651	13	contract	contract	NOUN
cblr-3425	651	14	drafter	drafter	NOUN
cblr-3425	651	15	with	with	ADP
cblr-3425	651	16	the	the	DET
cblr-3425	651	17	expected	expect	VERB
cblr-3425	651	18	front	front	ADJ
cblr-3425	651	19	-	-	PUNCT
cblr-3425	651	20	end	end	NOUN
cblr-3425	651	21	costs	cost	NOUN
cblr-3425	651	22	of	of	ADP
cblr-3425	651	23	terms	term	NOUN
cblr-3425	651	24	1	1	NUM
cblr-3425	651	25	and	and	CCONJ
cblr-3425	651	26	2	2	NUM
cblr-3425	651	27	and	and	CCONJ
cblr-3425	651	28	the	the	DET
cblr-3425	651	29	range	range	NOUN
cblr-3425	651	30	of	of	ADP
cblr-3425	651	31	expected	expect	VERB
cblr-3425	651	32	litigation	litigation	NOUN
cblr-3425	651	33	outcomes	outcome	NOUN
cblr-3425	651	34	(	(	PUNCT
cblr-3425	651	35	including	include	VERB
cblr-3425	651	36	likelihoods	likelihood	NOUN
cblr-3425	651	37	and	and	CCONJ
cblr-3425	651	38	costs	cost	NOUN
cblr-3425	651	39	)	)	PUNCT
cblr-3425	651	40	associated	associate	VERB
cblr-3425	651	41	with	with	ADP
cblr-3425	651	42	these	these	DET
cblr-3425	651	43	terms	term	NOUN
cblr-3425	651	44	.	.	PUNCT
cblr-3425	652	1	the	the	DET
cblr-3425	652	2	contract	contract	NOUN
cblr-3425	652	3	drafter	drafter	NOUN
cblr-3425	652	4	would	would	AUX
cblr-3425	652	5	therefore	therefore	ADV
cblr-3425	652	6	be	be	AUX
cblr-3425	652	7	able	able	ADJ
cblr-3425	652	8	to	to	PART
cblr-3425	652	9	make	make	VERB
cblr-3425	652	10	a	a	DET
cblr-3425	652	11	better	well	ADV
cblr-3425	652	12	-	-	PUNCT
cblr-3425	652	13	informed	inform	VERB
cblr-3425	652	14	(	(	PUNCT
cblr-3425	652	15	and	and	CCONJ
cblr-3425	652	16	likely	likely	ADV
cblr-3425	652	17	more	more	ADV
cblr-3425	652	18	efficient	efficient	ADJ
cblr-3425	652	19	)	)	PUNCT
cblr-3425	652	20	cost	cost	NOUN
cblr-3425	652	21	balancing	balancing	NOUN
cblr-3425	652	22	decision	decision	NOUN
cblr-3425	652	23	.	.	PUNCT
cblr-3425	653	1	in	in	ADP
cblr-3425	653	2	addition	addition	NOUN
cblr-3425	653	3	,	,	PUNCT
cblr-3425	653	4	as	as	SCONJ
cblr-3425	653	5	discussed	discuss	VERB
cblr-3425	653	6	previously	previously	ADV
cblr-3425	653	7	,	,	PUNCT
cblr-3425	653	8	predictive	predictive	ADJ
cblr-3425	653	9	contracting	contracting	NOUN
cblr-3425	653	10	systems	system	NOUN
cblr-3425	653	11	can	can	AUX
cblr-3425	653	12	reduce	reduce	VERB
cblr-3425	653	13	the	the	DET
cblr-3425	653	14	cost	cost	NOUN
cblr-3425	653	15	of	of	ADP
cblr-3425	653	16	designing	design	VERB
cblr-3425	653	17	and	and	CCONJ
cblr-3425	653	18	drafting	drafting	NOUN
cblr-3425	653	19	customized	customize	VERB
cblr-3425	653	20	,	,	PUNCT
cblr-3425	653	21	context	context	NOUN
cblr-3425	653	22	specific	specific	ADJ
cblr-3425	653	23	terms.209	terms.209	NOUN
cblr-3425	653	24	this	this	PRON
cblr-3425	653	25	enables	enable	VERB
cblr-3425	653	26	contract	contract	NOUN
cblr-3425	653	27	drafters	drafter	NOUN
cblr-3425	653	28	to	to	PART
cblr-3425	653	29	include	include	VERB
cblr-3425	653	30	precise	precise	ADJ
cblr-3425	653	31	terms	term	NOUN
cblr-3425	653	32	in	in	ADP
cblr-3425	653	33	the	the	DET
cblr-3425	653	34	front	front	ADJ
cblr-3425	653	35	-	-	PUNCT
cblr-3425	653	36	end	end	NOUN
cblr-3425	653	37	at	at	ADP
cblr-3425	653	38	lower	low	ADJ
cblr-3425	653	39	cost	cost	NOUN
cblr-3425	653	40	,	,	PUNCT
cblr-3425	653	41	thereby	thereby	ADV
cblr-3425	653	42	increasing	increase	VERB
cblr-3425	653	43	the	the	DET
cblr-3425	653	44	number	number	NOUN
cblr-3425	653	45	of	of	ADP
cblr-3425	653	46	situations	situation	NOUN
cblr-3425	653	47	in	in	ADP
cblr-3425	653	48	which	which	PRON
cblr-3425	653	49	front	front	ADJ
cblr-3425	653	50	-	-	PUNCT
cblr-3425	653	51	end	end	NOUN
cblr-3425	653	52	investment	investment	NOUN
cblr-3425	653	53	can	can	AUX
cblr-3425	653	54	reduce	reduce	VERB
cblr-3425	653	55	overall	overall	ADJ
cblr-3425	653	56	contracting	contracting	NOUN
cblr-3425	653	57	costs	cost	NOUN
cblr-3425	653	58	.	.	PUNCT
cblr-3425	654	1	5	5	X
cblr-3425	654	2	.	.	X
cblr-3425	654	3	risk	risk	NOUN
cblr-3425	654	4	assessment	assessment	NOUN
cblr-3425	654	5	and	and	CCONJ
cblr-3425	654	6	allocation	allocation	NOUN
cblr-3425	654	7	most	most	ADV
cblr-3425	654	8	traditional	traditional	ADJ
cblr-3425	654	9	contracting	contracting	NOUN
cblr-3425	654	10	occurs	occur	VERB
cblr-3425	654	11	under	under	ADP
cblr-3425	654	12	uncertainty.210	uncertainty.210	NOUN
cblr-3425	654	13	at	at	ADP
cblr-3425	654	14	the	the	DET
cblr-3425	654	15	time	time	NOUN
cblr-3425	654	16	of	of	ADP
cblr-3425	654	17	designing	design	VERB
cblr-3425	654	18	a	a	DET
cblr-3425	654	19	contract	contract	NOUN
cblr-3425	654	20	,	,	PUNCT
cblr-3425	654	21	the	the	DET
cblr-3425	654	22	parties	party	NOUN
cblr-3425	654	23	and	and	CCONJ
cblr-3425	654	24	their	their	PRON
cblr-3425	654	25	contract	contract	NOUN
cblr-3425	654	26	drafters	drafter	NOUN
cblr-3425	654	27	typically	typically	ADV
cblr-3425	654	28	do	do	AUX
cblr-3425	654	29	not	not	PART
cblr-3425	654	30	know	know	VERB
cblr-3425	654	31	which	which	PRON
cblr-3425	654	32	contingent	contingent	ADJ
cblr-3425	654	33	state	state	NOUN
cblr-3425	654	34	of	of	ADP
cblr-3425	654	35	the	the	DET
cblr-3425	654	36	world	world	NOUN
cblr-3425	654	37	will	will	AUX
cblr-3425	654	38	occur	occur	VERB
cblr-3425	654	39	,	,	PUNCT
cblr-3425	654	40	nor	nor	CCONJ
cblr-3425	654	41	do	do	AUX
cblr-3425	654	42	they	they	PRON
cblr-3425	654	43	know	know	VERB
cblr-3425	654	44	the	the	DET
cblr-3425	654	45	full	full	ADJ
cblr-3425	654	46	set	set	NOUN
cblr-3425	654	47	of	of	ADP
cblr-3425	654	48	possible	possible	ADJ
cblr-3425	654	49	contingent	contingent	ADJ
cblr-3425	654	50	states	state	NOUN
cblr-3425	654	51	or	or	CCONJ
cblr-3425	654	52	the	the	DET
cblr-3425	654	53	probability	probability	NOUN
cblr-3425	654	54	distribution	distribution	NOUN
cblr-3425	654	55	of	of	ADP
cblr-3425	654	56	these	these	DET
cblr-3425	654	57	states	state	NOUN
cblr-3425	654	58	.	.	PUNCT
cblr-3425	655	1	contract	contract	NOUN
cblr-3425	655	2	drafters	drafter	NOUN
cblr-3425	655	3	,	,	PUNCT
cblr-3425	655	4	like	like	ADP
cblr-3425	655	5	most	most	ADJ
cblr-3425	655	6	humans	human	NOUN
cblr-3425	655	7	,	,	PUNCT
cblr-3425	655	8	are	be	AUX
cblr-3425	655	9	bad	bad	ADJ
cblr-3425	655	10	at	at	ADP
cblr-3425	655	11	making	make	VERB
cblr-3425	655	12	decisions	decision	NOUN
cblr-3425	655	13	under	under	ADP
cblr-3425	655	14	uncertainty	uncertainty	NOUN
cblr-3425	655	15	,	,	PUNCT
cblr-3425	655	16	especially	especially	ADV
cblr-3425	655	17	when	when	SCONJ
cblr-3425	655	18	dealing	deal	VERB
cblr-3425	655	19	with	with	ADP
cblr-3425	655	20	very	very	ADV
cblr-3425	655	21	low	low	ADJ
cblr-3425	655	22	-	-	PUNCT
cblr-3425	655	23	probability	probability	NOUN
cblr-3425	655	24	contingencies.211	contingencies.211	NOUN
cblr-3425	655	25	drafters	drafter	NOUN
cblr-3425	655	26	are	be	AUX
cblr-3425	655	27	much	much	ADV
cblr-3425	655	28	209	209	NUM
cblr-3425	655	29	see	see	VERB
cblr-3425	655	30	supra	supra	PROPN
cblr-3425	655	31	section	section	PROPN
cblr-3425	655	32	ii.a.1	ii.a.1	NOUN
cblr-3425	655	33	.	.	PUNCT
cblr-3425	656	1	210	210	NUM
cblr-3425	656	2	see	see	VERB
cblr-3425	656	3	boardman	boardman	NOUN
cblr-3425	656	4	,	,	PUNCT
cblr-3425	656	5	supra	supra	PROPN
cblr-3425	656	6	note	note	PROPN
cblr-3425	656	7	15	15	NUM
cblr-3425	656	8	,	,	PUNCT
cblr-3425	656	9	at	at	ADP
cblr-3425	656	10	1107	1107	NUM
cblr-3425	656	11	;	;	PUNCT
cblr-3425	656	12	choi	choi	NOUN
cblr-3425	656	13	&	&	CCONJ
cblr-3425	656	14	gulati	gulati	PROPN
cblr-3425	656	15	,	,	PUNCT
cblr-3425	656	16	supra	supra	PROPN
cblr-3425	656	17	note	note	PROPN
cblr-3425	656	18	17	17	NUM
cblr-3425	656	19	,	,	PUNCT
cblr-3425	656	20	at	at	ADP
cblr-3425	656	21	931	931	NUM
cblr-3425	656	22	;	;	PUNCT
cblr-3425	656	23	choi	choi	NOUN
cblr-3425	656	24	&	&	CCONJ
cblr-3425	656	25	triantis	triantis	PROPN
cblr-3425	656	26	,	,	PUNCT
cblr-3425	656	27	supra	supra	PROPN
cblr-3425	656	28	note	note	PROPN
cblr-3425	656	29	81	81	NUM
cblr-3425	656	30	,	,	PUNCT
cblr-3425	656	31	at	at	ADP
cblr-3425	656	32	882	882	NUM
cblr-3425	656	33	;	;	PUNCT
cblr-3425	656	34	hill	hill	NOUN
cblr-3425	656	35	,	,	PUNCT
cblr-3425	656	36	supra	supra	PROPN
cblr-3425	656	37	note	note	PROPN
cblr-3425	656	38	196	196	NUM
cblr-3425	656	39	,	,	PUNCT
cblr-3425	656	40	at	at	ADP
cblr-3425	656	41	208–12	208–12	NUM
cblr-3425	656	42	;	;	PUNCT
cblr-3425	656	43	korobkin	korobkin	NOUN
cblr-3425	656	44	,	,	PUNCT
cblr-3425	656	45	supra	supra	PROPN
cblr-3425	656	46	note	note	PROPN
cblr-3425	656	47	18	18	NUM
cblr-3425	656	48	,	,	PUNCT
cblr-3425	656	49	at	at	ADP
cblr-3425	656	50	1622	1622	NUM
cblr-3425	656	51	;	;	PUNCT
cblr-3425	656	52	scott	scott	PROPN
cblr-3425	656	53	&	&	CCONJ
cblr-3425	656	54	triantis	triantis	PROPN
cblr-3425	656	55	,	,	PUNCT
cblr-3425	656	56	supra	supra	PROPN
cblr-3425	656	57	note	note	PROPN
cblr-3425	656	58	19	19	NUM
cblr-3425	656	59	,	,	PUNCT
cblr-3425	656	60	at	at	ADP
cblr-3425	656	61	823	823	NUM
cblr-3425	656	62	;	;	PUNCT
cblr-3425	656	63	scott	scott	PROPN
cblr-3425	656	64	&	&	CCONJ
cblr-3425	656	65	triantis	triantis	PROPN
cblr-3425	656	66	,	,	PUNCT
cblr-3425	656	67	supra	supra	PROPN
cblr-3425	656	68	note	note	PROPN
cblr-3425	656	69	16	16	NUM
cblr-3425	656	70	(	(	PUNCT
cblr-3425	656	71	describing	describe	VERB
cblr-3425	656	72	the	the	DET
cblr-3425	656	73	difficulty	difficulty	NOUN
cblr-3425	656	74	contract	contract	NOUN
cblr-3425	656	75	drafters	drafter	NOUN
cblr-3425	656	76	face	face	VERB
cblr-3425	656	77	in	in	ADP
cblr-3425	656	78	attempting	attempt	VERB
cblr-3425	656	79	to	to	PART
cblr-3425	656	80	achieve	achieve	VERB
cblr-3425	656	81	both	both	PRON
cblr-3425	656	82	ex	ex	NOUN
cblr-3425	656	83	ante	ante	NOUN
cblr-3425	656	84	and	and	CCONJ
cblr-3425	656	85	ex	ex	ADJ
cblr-3425	656	86	post	post	NOUN
cblr-3425	656	87	efficiency	efficiency	NOUN
cblr-3425	656	88	under	under	ADP
cblr-3425	656	89	uncertainty	uncertainty	NOUN
cblr-3425	656	90	)	)	PUNCT
cblr-3425	656	91	;	;	PUNCT
cblr-3425	656	92	smith	smith	PROPN
cblr-3425	656	93	&	&	CCONJ
cblr-3425	656	94	king	king	PROPN
cblr-3425	656	95	,	,	PUNCT
cblr-3425	656	96	supra	supra	PROPN
cblr-3425	656	97	note	note	PROPN
cblr-3425	656	98	82	82	NUM
cblr-3425	656	99	,	,	PUNCT
cblr-3425	656	100	at	at	ADP
cblr-3425	656	101	7	7	NUM
cblr-3425	656	102	;	;	PUNCT
cblr-3425	656	103	williamson	williamson	PROPN
cblr-3425	656	104	,	,	PUNCT
cblr-3425	656	105	supra	supra	PROPN
cblr-3425	656	106	note	note	PROPN
cblr-3425	656	107	18	18	NUM
cblr-3425	656	108	,	,	PUNCT
cblr-3425	656	109	at	at	ADP
cblr-3425	656	110	555	555	NUM
cblr-3425	656	111	(	(	PUNCT
cblr-3425	656	112	listing	list	VERB
cblr-3425	656	113	uncertainty	uncertainty	NOUN
cblr-3425	656	114	as	as	ADP
cblr-3425	656	115	one	one	NUM
cblr-3425	656	116	of	of	ADP
cblr-3425	656	117	the	the	DET
cblr-3425	656	118	three	three	NUM
cblr-3425	656	119	key	key	ADJ
cblr-3425	656	120	features	feature	NOUN
cblr-3425	656	121	of	of	ADP
cblr-3425	656	122	contracts	contract	NOUN
cblr-3425	656	123	along	along	ADP
cblr-3425	656	124	with	with	ADP
cblr-3425	656	125	frequency	frequency	NOUN
cblr-3425	656	126	and	and	CCONJ
cblr-3425	656	127	asset	asset	NOUN
cblr-3425	656	128	specificity	specificity	NOUN
cblr-3425	656	129	)	)	PUNCT
cblr-3425	656	130	;	;	PUNCT
cblr-3425	656	131	williamson	williamson	PROPN
cblr-3425	656	132	,	,	PUNCT
cblr-3425	656	133	supra	supra	PROPN
cblr-3425	656	134	note	note	PROPN
cblr-3425	656	135	25	25	NUM
cblr-3425	656	136	,	,	PUNCT
cblr-3425	656	137	at	at	ADP
cblr-3425	656	138	259	259	NUM
cblr-3425	656	139	(	(	PUNCT
cblr-3425	656	140	discussing	discuss	VERB
cblr-3425	656	141	the	the	DET
cblr-3425	656	142	importance	importance	NOUN
cblr-3425	656	143	of	of	ADP
cblr-3425	656	144	transaction	transaction	NOUN
cblr-3425	656	145	-	-	PUNCT
cblr-3425	656	146	specific	specific	ADJ
cblr-3425	656	147	contract	contract	NOUN
cblr-3425	656	148	design	design	NOUN
cblr-3425	656	149	under	under	ADP
cblr-3425	656	150	uncertainty	uncertainty	NOUN
cblr-3425	656	151	)	)	PUNCT
cblr-3425	656	152	.	.	PUNCT
cblr-3425	657	1	211	211	NUM
cblr-3425	657	2	see	see	VERB
cblr-3425	657	3	hill	hill	NOUN
cblr-3425	657	4	,	,	PUNCT
cblr-3425	657	5	supra	supra	PROPN
cblr-3425	657	6	note	note	PROPN
cblr-3425	657	7	18	18	NUM
cblr-3425	657	8	,	,	PUNCT
cblr-3425	657	9	at	at	ADP
cblr-3425	657	10	73	73	NUM
cblr-3425	657	11	;	;	PUNCT
cblr-3425	657	12	christine	christine	PROPN
cblr-3425	657	13	jolls	jolls	PROPN
cblr-3425	657	14	,	,	PUNCT
cblr-3425	657	15	cass	cass	PROPN
cblr-3425	657	16	r.	r.	PROPN
cblr-3425	657	17	sunstein	sunstein	PROPN
cblr-3425	657	18	&	&	CCONJ
cblr-3425	657	19	richard	richard	PROPN
cblr-3425	657	20	thaler	thaler	PROPN
cblr-3425	657	21	,	,	PUNCT
cblr-3425	657	22	a	a	DET
cblr-3425	657	23	behavioral	behavioral	ADJ
cblr-3425	657	24	approach	approach	NOUN
cblr-3425	657	25	to	to	ADP
cblr-3425	657	26	law	law	NOUN
cblr-3425	657	27	and	and	CCONJ
cblr-3425	657	28	economics	economic	NOUN
cblr-3425	657	29	,	,	PUNCT
cblr-3425	657	30	in	in	ADP
cblr-3425	657	31	behavioral	behavioral	ADJ
cblr-3425	657	32	law	law	NOUN
cblr-3425	657	33	and	and	CCONJ
cblr-3425	657	34	economics	economic	NOUN
cblr-3425	657	35	13	13	NUM
cblr-3425	657	36	,	,	PUNCT
cblr-3425	657	37	38	38	NUM
cblr-3425	657	38	(	(	PUNCT
cblr-3425	657	39	cass	cass	PROPN
cblr-3425	657	40	r.	r.	PROPN
cblr-3425	657	41	sunstein	sunstein	PROPN
cblr-3425	657	42	ed	ed	PROPN
cblr-3425	657	43	.	.	PROPN
cblr-3425	657	44	,	,	PUNCT
cblr-3425	657	45	2000	2000	NUM
cblr-3425	657	46	)	)	PUNCT
cblr-3425	657	47	(	(	PUNCT
cblr-3425	657	48	discussing	discuss	VERB
cblr-3425	657	49	the	the	DET
cblr-3425	657	50	difficulty	difficulty	NOUN
cblr-3425	657	51	humans	human	NOUN
cblr-3425	657	52	face	face	VERB
cblr-3425	657	53	in	in	ADP
cblr-3425	657	54	estimating	estimate	VERB
cblr-3425	657	55	low	low	ADJ
cblr-3425	657	56	-	-	PUNCT
cblr-3425	657	57	probability	probability	NOUN
cblr-3425	657	58	outcomes	outcome	NOUN
cblr-3425	657	59	)	)	PUNCT
cblr-3425	657	60	;	;	PUNCT
cblr-3425	657	61	cass	cass	PROPN
cblr-3425	657	62	r.	r.	PROPN
cblr-3425	657	63	sunstein	sunstein	PROPN
cblr-3425	657	64	,	,	PUNCT
cblr-3425	657	65	introduction	introduction	NOUN
cblr-3425	657	66	,	,	PUNCT
cblr-3425	657	67	in	in	ADP
cblr-3425	657	68	behavioral	behavioral	ADJ
cblr-3425	657	69	law	law	NOUN
cblr-3425	657	70	and	and	CCONJ
cblr-3425	657	71	economics	economic	NOUN
cblr-3425	657	72	1	1	NUM
cblr-3425	657	73	,	,	PUNCT
cblr-3425	657	74	4–5	4–5	PROPN
cblr-3425	657	75	(	(	PUNCT
cblr-3425	657	76	cass	cass	PROPN
cblr-3425	657	77	sunstein	sunstein	PROPN
cblr-3425	657	78	ed	ed	PROPN
cblr-3425	657	79	.	.	PROPN
cblr-3425	657	80	,	,	PUNCT
cblr-3425	657	81	2000	2000	NUM
cblr-3425	657	82	)	)	PUNCT
cblr-3425	657	83	.	.	PUNCT
cblr-3425	658	1	much	much	ADJ
cblr-3425	658	2	of	of	ADP
cblr-3425	658	3	the	the	DET
cblr-3425	658	4	literature	literature	NOUN
cblr-3425	658	5	on	on	ADP
cblr-3425	658	6	law	law	PROPN
cblr-3425	658	7	678	678	NUM
cblr-3425	658	8	columbia	columbia	PROPN
cblr-3425	658	9	business	business	NOUN
cblr-3425	658	10	law	law	PROPN
cblr-3425	658	11	review	review	NOUN
cblr-3425	658	12	[	[	X
cblr-3425	658	13	vol	vol	NOUN
cblr-3425	658	14	.	.	NOUN
cblr-3425	658	15	2019	2019	NUM
cblr-3425	658	16	better	well	ADV
cblr-3425	658	17	equipped	equip	VERB
cblr-3425	658	18	,	,	PUNCT
cblr-3425	658	19	however	however	ADV
cblr-3425	658	20	,	,	PUNCT
cblr-3425	658	21	to	to	PART
cblr-3425	658	22	make	make	VERB
cblr-3425	658	23	decisions	decision	NOUN
cblr-3425	658	24	under	under	ADP
cblr-3425	658	25	risk.212	risk.212	PROPN
cblr-3425	658	26	the	the	DET
cblr-3425	658	27	distinction	distinction	NOUN
cblr-3425	658	28	between	between	ADP
cblr-3425	658	29	risk	risk	NOUN
cblr-3425	658	30	and	and	CCONJ
cblr-3425	658	31	uncertainty	uncertainty	NOUN
cblr-3425	658	32	is	be	AUX
cblr-3425	658	33	that	that	SCONJ
cblr-3425	658	34	unlike	unlike	ADP
cblr-3425	658	35	uncertainty	uncertainty	NOUN
cblr-3425	658	36	,	,	PUNCT
cblr-3425	658	37	risk	risk	NOUN
cblr-3425	658	38	involves	involve	VERB
cblr-3425	658	39	a	a	DET
cblr-3425	658	40	known	know	VERB
cblr-3425	658	41	set	set	NOUN
cblr-3425	658	42	of	of	ADP
cblr-3425	658	43	possible	possible	ADJ
cblr-3425	658	44	outcomes	outcome	NOUN
cblr-3425	658	45	and	and	CCONJ
cblr-3425	658	46	the	the	DET
cblr-3425	658	47	probability	probability	NOUN
cblr-3425	658	48	distribution	distribution	NOUN
cblr-3425	658	49	of	of	ADP
cblr-3425	658	50	those	those	DET
cblr-3425	658	51	outcomes.213	outcomes.213	NOUN
cblr-3425	658	52	a	a	DET
cblr-3425	658	53	coin	coin	NOUN
cblr-3425	658	54	flip	flip	NOUN
cblr-3425	658	55	is	be	AUX
cblr-3425	658	56	the	the	DET
cblr-3425	658	57	classic	classic	ADJ
cblr-3425	658	58	example	example	NOUN
cblr-3425	658	59	of	of	ADP
cblr-3425	658	60	risk	risk	NOUN
cblr-3425	658	61	:	:	PUNCT
cblr-3425	658	62	the	the	DET
cblr-3425	658	63	coin	coin	NOUN
cblr-3425	658	64	flipper	flipper	NOUN
cblr-3425	658	65	knows	know	VERB
cblr-3425	658	66	that	that	SCONJ
cblr-3425	658	67	the	the	DET
cblr-3425	658	68	two	two	NUM
cblr-3425	658	69	possible	possible	ADJ
cblr-3425	658	70	outcomes	outcome	NOUN
cblr-3425	658	71	are	be	AUX
cblr-3425	658	72	heads	head	NOUN
cblr-3425	658	73	or	or	CCONJ
cblr-3425	658	74	tails	tail	NOUN
cblr-3425	658	75	and	and	CCONJ
cblr-3425	658	76	that	that	SCONJ
cblr-3425	658	77	the	the	DET
cblr-3425	658	78	likelihood	likelihood	NOUN
cblr-3425	658	79	of	of	ADP
cblr-3425	658	80	each	each	PRON
cblr-3425	658	81	is	be	AUX
cblr-3425	658	82	fifty	fifty	NUM
cblr-3425	658	83	percent	percent	NOUN
cblr-3425	658	84	.	.	PUNCT
cblr-3425	659	1	most	most	ADJ
cblr-3425	659	2	people	people	NOUN
cblr-3425	659	3	would	would	AUX
cblr-3425	659	4	much	much	ADV
cblr-3425	659	5	rather	rather	ADV
cblr-3425	659	6	make	make	VERB
cblr-3425	659	7	a	a	DET
cblr-3425	659	8	decision	decision	NOUN
cblr-3425	659	9	using	use	VERB
cblr-3425	659	10	a	a	DET
cblr-3425	659	11	coin	coin	NOUN
cblr-3425	659	12	flip	flip	NOUN
cblr-3425	659	13	as	as	SCONJ
cblr-3425	659	14	opposed	oppose	VERB
cblr-3425	659	15	to	to	ADP
cblr-3425	659	16	a	a	DET
cblr-3425	659	17	method	method	NOUN
cblr-3425	659	18	with	with	ADP
cblr-3425	659	19	unknown	unknown	ADJ
cblr-3425	659	20	outcomes	outcome	NOUN
cblr-3425	659	21	and	and	CCONJ
cblr-3425	659	22	probabilities	probability	NOUN
cblr-3425	659	23	.	.	PUNCT
cblr-3425	660	1	while	while	SCONJ
cblr-3425	660	2	realworld	realworld	PROPN
cblr-3425	660	3	situations	situation	NOUN
cblr-3425	660	4	are	be	AUX
cblr-3425	660	5	generally	generally	ADV
cblr-3425	660	6	far	far	ADV
cblr-3425	660	7	more	more	ADV
cblr-3425	660	8	complex	complex	ADJ
cblr-3425	660	9	and	and	CCONJ
cblr-3425	660	10	often	often	ADV
cblr-3425	660	11	involve	involve	VERB
cblr-3425	660	12	a	a	DET
cblr-3425	660	13	mix	mix	NOUN
cblr-3425	660	14	of	of	ADP
cblr-3425	660	15	uncertainty	uncertainty	NOUN
cblr-3425	660	16	and	and	CCONJ
cblr-3425	660	17	risk	risk	NOUN
cblr-3425	660	18	,	,	PUNCT
cblr-3425	660	19	the	the	DET
cblr-3425	660	20	core	core	NOUN
cblr-3425	660	21	observation	observation	NOUN
cblr-3425	660	22	is	be	AUX
cblr-3425	660	23	that	that	SCONJ
cblr-3425	660	24	humans	human	NOUN
cblr-3425	660	25	are	be	AUX
cblr-3425	660	26	better	well	ADV
cblr-3425	660	27	equipped	equip	VERB
cblr-3425	660	28	to	to	PART
cblr-3425	660	29	make	make	VERB
cblr-3425	660	30	decisions	decision	NOUN
cblr-3425	660	31	when	when	SCONJ
cblr-3425	660	32	they	they	PRON
cblr-3425	660	33	have	have	VERB
cblr-3425	660	34	information	information	NOUN
cblr-3425	660	35	on	on	ADP
cblr-3425	660	36	possible	possible	ADJ
cblr-3425	660	37	outcomes	outcome	NOUN
cblr-3425	660	38	and	and	CCONJ
cblr-3425	660	39	their	their	PRON
cblr-3425	660	40	likelihoods	likelihood	NOUN
cblr-3425	660	41	.	.	PUNCT
cblr-3425	661	1	accurately	accurately	ADV
cblr-3425	661	2	assessing	assess	VERB
cblr-3425	661	3	risk	risk	NOUN
cblr-3425	661	4	is	be	AUX
cblr-3425	661	5	especially	especially	ADV
cblr-3425	661	6	important	important	ADJ
cblr-3425	661	7	in	in	ADP
cblr-3425	661	8	the	the	DET
cblr-3425	661	9	context	context	NOUN
cblr-3425	661	10	of	of	ADP
cblr-3425	661	11	contracting	contracting	NOUN
cblr-3425	661	12	because	because	SCONJ
cblr-3425	661	13	risk	risk	NOUN
cblr-3425	661	14	allocation	allocation	NOUN
cblr-3425	661	15	is	be	AUX
cblr-3425	661	16	a	a	DET
cblr-3425	661	17	key	key	ADJ
cblr-3425	661	18	feature	feature	NOUN
cblr-3425	661	19	of	of	ADP
cblr-3425	661	20	many	many	ADJ
cblr-3425	661	21	contracts.214	contracts.214	ADJ
cblr-3425	661	22	and	and	CCONJ
cblr-3425	661	23	behavioral	behavioral	ADJ
cblr-3425	661	24	economics	economic	NOUN
cblr-3425	661	25	builds	build	VERB
cblr-3425	661	26	on	on	ADP
cblr-3425	661	27	the	the	DET
cblr-3425	661	28	work	work	NOUN
cblr-3425	661	29	of	of	ADP
cblr-3425	661	30	amos	amos	PROPN
cblr-3425	661	31	tversky	tversky	PROPN
cblr-3425	661	32	and	and	CCONJ
cblr-3425	661	33	daniel	daniel	PROPN
cblr-3425	661	34	kahneman	kahneman	PROPN
cblr-3425	661	35	.	.	PUNCT
cblr-3425	662	1	see	see	VERB
cblr-3425	662	2	generally	generally	ADV
cblr-3425	662	3	daniel	daniel	PROPN
cblr-3425	662	4	kahneman	kahneman	PROPN
cblr-3425	662	5	&	&	CCONJ
cblr-3425	662	6	amos	amos	PROPN
cblr-3425	662	7	tversky	tversky	PROPN
cblr-3425	662	8	,	,	PUNCT
cblr-3425	662	9	prospect	prospect	NOUN
cblr-3425	662	10	theory	theory	NOUN
cblr-3425	662	11	:	:	PUNCT
cblr-3425	662	12	an	an	DET
cblr-3425	662	13	analysis	analysis	NOUN
cblr-3425	662	14	of	of	ADP
cblr-3425	662	15	decision	decision	NOUN
cblr-3425	662	16	under	under	ADP
cblr-3425	662	17	risk	risk	NOUN
cblr-3425	662	18	,	,	PUNCT
cblr-3425	662	19	47	47	NUM
cblr-3425	662	20	econometrica	econometrica	NOUN
cblr-3425	662	21	263	263	NUM
cblr-3425	662	22	(	(	PUNCT
cblr-3425	662	23	1979	1979	NUM
cblr-3425	662	24	)	)	PUNCT
cblr-3425	662	25	;	;	PUNCT
cblr-3425	662	26	amos	amos	PROPN
cblr-3425	662	27	tversky	tversky	PROPN
cblr-3425	662	28	&	&	CCONJ
cblr-3425	662	29	daniel	daniel	PROPN
cblr-3425	662	30	kahneman	kahneman	PROPN
cblr-3425	662	31	,	,	PUNCT
cblr-3425	662	32	advances	advance	NOUN
cblr-3425	662	33	in	in	ADP
cblr-3425	662	34	prospect	prospect	NOUN
cblr-3425	662	35	theory	theory	NOUN
cblr-3425	662	36	:	:	PUNCT
cblr-3425	662	37	cumulative	cumulative	ADJ
cblr-3425	662	38	representation	representation	NOUN
cblr-3425	662	39	of	of	ADP
cblr-3425	662	40	uncertainty	uncertainty	NOUN
cblr-3425	662	41	,	,	PUNCT
cblr-3425	662	42	5	5	NUM
cblr-3425	662	43	j.	j.	PROPN
cblr-3425	662	44	risk	risk	NOUN
cblr-3425	662	45	&	&	CCONJ
cblr-3425	662	46	uncertainty	uncertainty	NOUN
cblr-3425	662	47	297	297	NUM
cblr-3425	662	48	(	(	PUNCT
cblr-3425	662	49	1992	1992	NUM
cblr-3425	662	50	)	)	PUNCT
cblr-3425	662	51	;	;	PUNCT
cblr-3425	662	52	amos	amos	PROPN
cblr-3425	662	53	tversky	tversky	PROPN
cblr-3425	662	54	&	&	CCONJ
cblr-3425	662	55	daniel	daniel	PROPN
cblr-3425	662	56	kahneman	kahneman	PROPN
cblr-3425	662	57	,	,	PUNCT
cblr-3425	662	58	judgment	judgment	NOUN
cblr-3425	662	59	under	under	ADP
cblr-3425	662	60	uncertainty	uncertainty	NOUN
cblr-3425	662	61	:	:	PUNCT
cblr-3425	662	62	heuristics	heuristic	NOUN
cblr-3425	662	63	and	and	CCONJ
cblr-3425	662	64	biases	bias	NOUN
cblr-3425	662	65	,	,	PUNCT
cblr-3425	662	66	185	185	NUM
cblr-3425	662	67	science	science	NOUN
cblr-3425	662	68	1124	1124	NUM
cblr-3425	662	69	(	(	PUNCT
cblr-3425	662	70	1974	1974	NUM
cblr-3425	662	71	)	)	PUNCT
cblr-3425	662	72	;	;	PUNCT
cblr-3425	662	73	amos	amos	PROPN
cblr-3425	662	74	tversky	tversky	PROPN
cblr-3425	662	75	&	&	CCONJ
cblr-3425	662	76	daniel	daniel	PROPN
cblr-3425	662	77	kahneman	kahneman	PROPN
cblr-3425	662	78	,	,	PUNCT
cblr-3425	662	79	rational	rational	ADJ
cblr-3425	662	80	choice	choice	NOUN
cblr-3425	662	81	and	and	CCONJ
cblr-3425	662	82	the	the	DET
cblr-3425	662	83	framing	framing	NOUN
cblr-3425	662	84	of	of	ADP
cblr-3425	662	85	decisions	decision	NOUN
cblr-3425	662	86	,	,	PUNCT
cblr-3425	662	87	59	59	NUM
cblr-3425	662	88	j.	j.	PROPN
cblr-3425	662	89	bus	bus	PROPN
cblr-3425	662	90	.	.	PUNCT
cblr-3425	663	1	s251	s251	PROPN
cblr-3425	663	2	(	(	PUNCT
cblr-3425	663	3	1986	1986	NUM
cblr-3425	663	4	)	)	PUNCT
cblr-3425	663	5	.	.	PUNCT
cblr-3425	664	1	212	212	NUM
cblr-3425	664	2	see	see	VERB
cblr-3425	664	3	hill	hill	PROPN
cblr-3425	664	4	,	,	PUNCT
cblr-3425	664	5	supra	supra	PROPN
cblr-3425	664	6	note	note	PROPN
cblr-3425	664	7	18	18	NUM
cblr-3425	664	8	,	,	PUNCT
cblr-3425	664	9	at	at	ADP
cblr-3425	664	10	74–75	74–75	NUM
cblr-3425	664	11	.	.	PUNCT
cblr-3425	665	1	213	213	NUM
cblr-3425	665	2	see	see	VERB
cblr-3425	665	3	frank	frank	ADJ
cblr-3425	665	4	knight	knight	PROPN
cblr-3425	665	5	,	,	PUNCT
cblr-3425	665	6	risk	risk	NOUN
cblr-3425	665	7	,	,	PUNCT
cblr-3425	665	8	uncertainty	uncertainty	NOUN
cblr-3425	665	9	,	,	PUNCT
cblr-3425	665	10	and	and	CCONJ
cblr-3425	665	11	profit	profit	NOUN
cblr-3425	665	12	,	,	PUNCT
cblr-3425	665	13	198–99	198–99	NUM
cblr-3425	665	14	(	(	PUNCT
cblr-3425	665	15	1921	1921	NUM
cblr-3425	665	16	)	)	PUNCT
cblr-3425	665	17	(	(	PUNCT
cblr-3425	665	18	proposing	propose	VERB
cblr-3425	665	19	the	the	DET
cblr-3425	665	20	original	original	ADJ
cblr-3425	665	21	distinction	distinction	NOUN
cblr-3425	665	22	between	between	ADP
cblr-3425	665	23	risk	risk	NOUN
cblr-3425	665	24	and	and	CCONJ
cblr-3425	665	25	uncertainty	uncertainty	NOUN
cblr-3425	665	26	)	)	PUNCT
cblr-3425	665	27	;	;	PUNCT
cblr-3425	665	28	see	see	VERB
cblr-3425	665	29	also	also	ADV
cblr-3425	665	30	craig	craig	PROPN
cblr-3425	665	31	r.	r.	PROPN
cblr-3425	665	32	fox	fox	PROPN
cblr-3425	665	33	&	&	CCONJ
cblr-3425	665	34	amos	amos	PROPN
cblr-3425	665	35	tversky	tversky	PROPN
cblr-3425	665	36	,	,	PUNCT
cblr-3425	665	37	ambiguity	ambiguity	NOUN
cblr-3425	665	38	aversion	aversion	NOUN
cblr-3425	665	39	and	and	CCONJ
cblr-3425	665	40	comparative	comparative	ADJ
cblr-3425	665	41	ignorance	ignorance	NOUN
cblr-3425	665	42	,	,	PUNCT
cblr-3425	665	43	110	110	NUM
cblr-3425	665	44	q.j	q.j	PROPN
cblr-3425	665	45	.	.	PROPN
cblr-3425	665	46	econ	econ	PROPN
cblr-3425	665	47	.	.	PUNCT
cblr-3425	666	1	585	585	NUM
cblr-3425	666	2	,	,	PUNCT
cblr-3425	666	3	585	585	NUM
cblr-3425	666	4	(	(	PUNCT
cblr-3425	666	5	1995	1995	NUM
cblr-3425	666	6	)	)	PUNCT
cblr-3425	667	1	;	;	PUNCT
cblr-3425	667	2	hill	hill	NOUN
cblr-3425	667	3	,	,	PUNCT
cblr-3425	667	4	supra	supra	PROPN
cblr-3425	667	5	note	note	PROPN
cblr-3425	667	6	18	18	NUM
cblr-3425	667	7	,	,	PUNCT
cblr-3425	667	8	at	at	ADP
cblr-3425	667	9	74–75	74–75	NUM
cblr-3425	667	10	.	.	PUNCT
cblr-3425	668	1	214	214	NUM
cblr-3425	668	2	see	see	VERB
cblr-3425	668	3	afra	afra	NOUN
cblr-3425	668	4	afsharipour	afsharipour	ADJ
cblr-3425	668	5	,	,	PUNCT
cblr-3425	668	6	transforming	transform	VERB
cblr-3425	668	7	the	the	DET
cblr-3425	668	8	allocation	allocation	NOUN
cblr-3425	668	9	of	of	ADP
cblr-3425	668	10	deal	deal	NOUN
cblr-3425	668	11	risk	risk	NOUN
cblr-3425	668	12	through	through	ADP
cblr-3425	668	13	reverse	reverse	ADJ
cblr-3425	668	14	termination	termination	NOUN
cblr-3425	668	15	fees	fee	NOUN
cblr-3425	668	16	,	,	PUNCT
cblr-3425	668	17	63	63	NUM
cblr-3425	668	18	vand	vand	NOUN
cblr-3425	668	19	.	.	PUNCT
cblr-3425	669	1	l.	l.	PROPN
cblr-3425	669	2	rev	rev	PROPN
cblr-3425	669	3	.	.	PROPN
cblr-3425	669	4	1161	1161	NUM
cblr-3425	669	5	,	,	PUNCT
cblr-3425	669	6	1163–68	1163–68	NUM
cblr-3425	669	7	(	(	PUNCT
cblr-3425	669	8	2010	2010	NUM
cblr-3425	669	9	)	)	PUNCT
cblr-3425	669	10	(	(	PUNCT
cblr-3425	669	11	discussing	discuss	VERB
cblr-3425	669	12	the	the	DET
cblr-3425	669	13	role	role	NOUN
cblr-3425	669	14	of	of	ADP
cblr-3425	669	15	reverse	reverse	ADJ
cblr-3425	669	16	termination	termination	NOUN
cblr-3425	669	17	fees	fee	NOUN
cblr-3425	669	18	in	in	ADP
cblr-3425	669	19	the	the	DET
cblr-3425	669	20	allocation	allocation	NOUN
cblr-3425	669	21	of	of	ADP
cblr-3425	669	22	risk	risk	NOUN
cblr-3425	669	23	in	in	ADP
cblr-3425	669	24	corporate	corporate	ADJ
cblr-3425	669	25	acquisitions	acquisition	NOUN
cblr-3425	669	26	)	)	PUNCT
cblr-3425	669	27	;	;	PUNCT
cblr-3425	669	28	choi	choi	PROPN
cblr-3425	669	29	&	&	CCONJ
cblr-3425	669	30	triantis	triantis	PROPN
cblr-3425	669	31	,	,	PUNCT
cblr-3425	669	32	supra	supra	PROPN
cblr-3425	669	33	note	note	PROPN
cblr-3425	669	34	81	81	NUM
cblr-3425	669	35	,	,	PUNCT
cblr-3425	669	36	at	at	ADP
cblr-3425	669	37	851	851	NUM
cblr-3425	669	38	(	(	PUNCT
cblr-3425	669	39	arguing	argue	VERB
cblr-3425	669	40	that	that	SCONJ
cblr-3425	669	41	risk	risk	NOUN
cblr-3425	669	42	allocation	allocation	NOUN
cblr-3425	669	43	is	be	AUX
cblr-3425	669	44	a	a	DET
cblr-3425	669	45	significant	significant	ADJ
cblr-3425	669	46	component	component	NOUN
cblr-3425	669	47	of	of	ADP
cblr-3425	669	48	contract	contract	NOUN
cblr-3425	669	49	design	design	NOUN
cblr-3425	669	50	that	that	PRON
cblr-3425	669	51	enables	enable	VERB
cblr-3425	669	52	efficient	efficient	ADJ
cblr-3425	669	53	decisions	decision	NOUN
cblr-3425	669	54	regarding	regard	VERB
cblr-3425	669	55	investment	investment	NOUN
cblr-3425	669	56	,	,	PUNCT
cblr-3425	669	57	contracting	contracting	NOUN
cblr-3425	669	58	,	,	PUNCT
cblr-3425	669	59	and	and	CCONJ
cblr-3425	669	60	trade	trade	NOUN
cblr-3425	669	61	)	)	PUNCT
cblr-3425	669	62	;	;	PUNCT
cblr-3425	669	63	robert	robert	PROPN
cblr-3425	669	64	t.	t.	PROPN
cblr-3425	669	65	miller	miller	PROPN
cblr-3425	669	66	,	,	PUNCT
cblr-3425	669	67	the	the	DET
cblr-3425	669	68	economics	economic	NOUN
cblr-3425	669	69	of	of	ADP
cblr-3425	669	70	deal	deal	NOUN
cblr-3425	669	71	risk	risk	NOUN
cblr-3425	669	72	:	:	PUNCT
cblr-3425	669	73	allocating	allocate	VERB
cblr-3425	669	74	risk	risk	NOUN
cblr-3425	669	75	through	through	ADP
cblr-3425	669	76	mac	mac	NOUN
cblr-3425	669	77	clauses	clause	NOUN
cblr-3425	669	78	in	in	ADP
cblr-3425	669	79	business	business	NOUN
cblr-3425	669	80	combination	combination	NOUN
cblr-3425	669	81	agreements	agreement	NOUN
cblr-3425	669	82	,	,	PUNCT
cblr-3425	669	83	50	50	NUM
cblr-3425	669	84	wm	wm	NOUN
cblr-3425	669	85	.	.	PROPN
cblr-3425	669	86	&	&	CCONJ
cblr-3425	669	87	mary	mary	PROPN
cblr-3425	669	88	l.	l.	PROPN
cblr-3425	669	89	rev	rev	PROPN
cblr-3425	669	90	.	.	PROPN
cblr-3425	669	91	2007	2007	NUM
cblr-3425	669	92	,	,	PUNCT
cblr-3425	669	93	2007	2007	NUM
cblr-3425	669	94	–	–	PUNCT
cblr-3425	669	95	09	09	NUM
cblr-3425	669	96	(	(	PUNCT
cblr-3425	669	97	2009	2009	NUM
cblr-3425	669	98	)	)	PUNCT
cblr-3425	669	99	(	(	PUNCT
cblr-3425	669	100	presenting	present	VERB
cblr-3425	669	101	the	the	DET
cblr-3425	669	102	results	result	NOUN
cblr-3425	669	103	of	of	ADP
cblr-3425	669	104	an	an	DET
cblr-3425	669	105	empirical	empirical	ADJ
cblr-3425	669	106	study	study	NOUN
cblr-3425	669	107	of	of	ADP
cblr-3425	669	108	risk	risk	NOUN
cblr-3425	669	109	allocation	allocation	NOUN
cblr-3425	669	110	via	via	ADP
cblr-3425	669	111	material	material	ADJ
cblr-3425	669	112	adverse	adverse	ADJ
cblr-3425	669	113	change	change	NOUN
cblr-3425	669	114	(	(	PUNCT
cblr-3425	669	115	“	"	PUNCT
cblr-3425	669	116	mac	mac	NOUN
cblr-3425	669	117	”	"	PUNCT
cblr-3425	669	118	)	)	PUNCT
cblr-3425	669	119	clauses	clause	NOUN
cblr-3425	669	120	in	in	ADP
cblr-3425	669	121	corporate	corporate	ADJ
cblr-3425	669	122	acquisitions	acquisition	NOUN
cblr-3425	669	123	,	,	PUNCT
cblr-3425	669	124	finding	find	VERB
cblr-3425	669	125	that	that	SCONJ
cblr-3425	669	126	mac	mac	PROPN
cblr-3425	669	127	clauses	clause	NOUN
cblr-3425	669	128	typically	typically	ADV
cblr-3425	669	129	allocate	allocate	VERB
cblr-3425	669	130	four	four	NUM
cblr-3425	669	131	types	type	NOUN
cblr-3425	669	132	of	of	ADP
cblr-3425	669	133	risk	risk	NOUN
cblr-3425	669	134	:	:	PUNCT
cblr-3425	669	135	systematic	systematic	ADJ
cblr-3425	669	136	risks	risk	NOUN
cblr-3425	669	137	,	,	PUNCT
cblr-3425	669	138	indicator	indicator	NOUN
cblr-3425	669	139	risks	risk	NOUN
cblr-3425	669	140	,	,	PUNCT
cblr-3425	669	141	agreement	agreement	NOUN
cblr-3425	669	142	risks	risk	NOUN
cblr-3425	669	143	,	,	PUNCT
cblr-3425	669	144	and	and	CCONJ
cblr-3425	669	145	business	business	NOUN
cblr-3425	669	146	risks	risk	NOUN
cblr-3425	669	147	)	)	PUNCT
cblr-3425	669	148	.	.	PUNCT
cblr-3425	670	1	no	no	INTJ
cblr-3425	670	2	.	.	NOUN
cblr-3425	670	3	2:621	2:621	NUM
cblr-3425	670	4	]	]	X
cblr-3425	670	5	predictive	predictive	ADJ
cblr-3425	670	6	contracting	contracting	NOUN
cblr-3425	670	7	679	679	NUM
cblr-3425	670	8	companies	company	NOUN
cblr-3425	670	9	are	be	AUX
cblr-3425	670	10	currently	currently	ADV
cblr-3425	670	11	using	use	VERB
cblr-3425	670	12	contract	contract	NOUN
cblr-3425	670	13	data	datum	NOUN
cblr-3425	670	14	to	to	PART
cblr-3425	670	15	facilitate	facilitate	VERB
cblr-3425	670	16	more	more	ADV
cblr-3425	670	17	effective	effective	ADJ
cblr-3425	670	18	contract	contract	NOUN
cblr-3425	670	19	risk	risk	NOUN
cblr-3425	670	20	assessment	assessment	NOUN
cblr-3425	670	21	and	and	CCONJ
cblr-3425	670	22	allocation	allocation	NOUN
cblr-3425	670	23	.	.	PUNCT
cblr-3425	671	1	for	for	ADP
cblr-3425	671	2	example	example	NOUN
cblr-3425	671	3	,	,	PUNCT
cblr-3425	671	4	microsoft	microsoft	PROPN
cblr-3425	671	5	tracks	track	VERB
cblr-3425	671	6	contract	contract	NOUN
cblr-3425	671	7	risks	risk	NOUN
cblr-3425	671	8	identified	identify	VERB
cblr-3425	671	9	during	during	ADP
cblr-3425	671	10	the	the	DET
cblr-3425	671	11	contract	contract	NOUN
cblr-3425	671	12	design	design	NOUN
cblr-3425	671	13	stage	stage	NOUN
cblr-3425	671	14	to	to	PART
cblr-3425	671	15	determine	determine	VERB
cblr-3425	671	16	how	how	SCONJ
cblr-3425	671	17	frequently	frequently	ADV
cblr-3425	671	18	these	these	DET
cblr-3425	671	19	risks	risk	NOUN
cblr-3425	671	20	occur	occur	VERB
cblr-3425	671	21	.	.	PUNCT
cblr-3425	672	1	the	the	DET
cblr-3425	672	2	company	company	NOUN
cblr-3425	672	3	then	then	ADV
cblr-3425	672	4	uses	use	VERB
cblr-3425	672	5	this	this	DET
cblr-3425	672	6	information	information	NOUN
cblr-3425	672	7	to	to	PART
cblr-3425	672	8	inform	inform	VERB
cblr-3425	672	9	the	the	DET
cblr-3425	672	10	design	design	NOUN
cblr-3425	672	11	of	of	ADP
cblr-3425	672	12	future	future	NOUN
cblr-3425	672	13	contracts.215	contracts.215	VERB
cblr-3425	672	14	when	when	SCONJ
cblr-3425	672	15	microsoft	microsoft	PROPN
cblr-3425	672	16	negotiates	negotiate	VERB
cblr-3425	672	17	a	a	DET
cblr-3425	672	18	contract	contract	NOUN
cblr-3425	672	19	,	,	PUNCT
cblr-3425	672	20	the	the	DET
cblr-3425	672	21	contract	contract	NOUN
cblr-3425	672	22	team	team	NOUN
cblr-3425	672	23	puts	put	VERB
cblr-3425	672	24	together	together	ADV
cblr-3425	672	25	a	a	DET
cblr-3425	672	26	risk	risk	NOUN
cblr-3425	672	27	profile	profile	NOUN
cblr-3425	672	28	of	of	ADP
cblr-3425	672	29	the	the	DET
cblr-3425	672	30	expected	expect	VERB
cblr-3425	672	31	risks	risk	NOUN
cblr-3425	672	32	associated	associate	VERB
cblr-3425	672	33	with	with	ADP
cblr-3425	672	34	the	the	DET
cblr-3425	672	35	contract.216	contract.216	NUM
cblr-3425	672	36	the	the	DET
cblr-3425	672	37	company	company	NOUN
cblr-3425	672	38	uses	use	VERB
cblr-3425	672	39	this	this	DET
cblr-3425	672	40	risk	risk	NOUN
cblr-3425	672	41	profile	profile	NOUN
cblr-3425	672	42	when	when	SCONJ
cblr-3425	672	43	determining	determine	VERB
cblr-3425	672	44	whether	whether	SCONJ
cblr-3425	672	45	to	to	PART
cblr-3425	672	46	enter	enter	VERB
cblr-3425	672	47	into	into	ADP
cblr-3425	672	48	the	the	DET
cblr-3425	672	49	contract	contract	NOUN
cblr-3425	672	50	and	and	CCONJ
cblr-3425	672	51	whether	whether	SCONJ
cblr-3425	672	52	to	to	PART
cblr-3425	672	53	negotiate	negotiate	VERB
cblr-3425	672	54	specific	specific	ADJ
cblr-3425	672	55	nonstandard	nonstandard	ADJ
cblr-3425	672	56	terms.217	terms.217	NOUN
cblr-3425	672	57	after	after	SCONJ
cblr-3425	672	58	the	the	DET
cblr-3425	672	59	contract	contract	NOUN
cblr-3425	672	60	is	be	AUX
cblr-3425	672	61	signed	sign	VERB
cblr-3425	672	62	,	,	PUNCT
cblr-3425	672	63	microsoft	microsoft	PROPN
cblr-3425	672	64	tracks	track	VERB
cblr-3425	672	65	which	which	PRON
cblr-3425	672	66	of	of	ADP
cblr-3425	672	67	the	the	DET
cblr-3425	672	68	identified	identify	VERB
cblr-3425	672	69	risks	risk	NOUN
cblr-3425	672	70	(	(	PUNCT
cblr-3425	672	71	if	if	SCONJ
cblr-3425	672	72	any	any	PRON
cblr-3425	672	73	)	)	PUNCT
cblr-3425	672	74	occur	occur	VERB
cblr-3425	672	75	during	during	ADP
cblr-3425	672	76	the	the	DET
cblr-3425	672	77	performance	performance	NOUN
cblr-3425	672	78	of	of	ADP
cblr-3425	672	79	the	the	DET
cblr-3425	672	80	contract	contract	NOUN
cblr-3425	672	81	as	as	ADV
cblr-3425	672	82	well	well	ADV
cblr-3425	672	83	as	as	ADP
cblr-3425	672	84	any	any	DET
cblr-3425	672	85	unidentified	unidentified	ADJ
cblr-3425	672	86	risks.218	risks.218	NOUN
cblr-3425	672	87	the	the	DET
cblr-3425	672	88	company	company	NOUN
cblr-3425	672	89	then	then	ADV
cblr-3425	672	90	uses	use	VERB
cblr-3425	672	91	these	these	DET
cblr-3425	672	92	data	datum	NOUN
cblr-3425	672	93	to	to	PART
cblr-3425	672	94	update	update	VERB
cblr-3425	672	95	its	its	PRON
cblr-3425	672	96	standard	standard	ADJ
cblr-3425	672	97	terms	term	NOUN
cblr-3425	672	98	and	and	CCONJ
cblr-3425	672	99	improve	improve	VERB
cblr-3425	672	100	its	its	PRON
cblr-3425	672	101	risk	risk	NOUN
cblr-3425	672	102	assessment	assessment	NOUN
cblr-3425	672	103	process.219	process.219	NOUN
cblr-3425	672	104	for	for	ADP
cblr-3425	672	105	example	example	NOUN
cblr-3425	672	106	,	,	PUNCT
cblr-3425	672	107	if	if	SCONJ
cblr-3425	672	108	microsoft	microsoft	PROPN
cblr-3425	672	109	always	always	ADV
cblr-3425	672	110	negotiates	negotiate	VERB
cblr-3425	672	111	against	against	ADP
cblr-3425	672	112	the	the	DET
cblr-3425	672	113	inclusion	inclusion	NOUN
cblr-3425	672	114	of	of	ADP
cblr-3425	672	115	a	a	DET
cblr-3425	672	116	particular	particular	ADJ
cblr-3425	672	117	type	type	NOUN
cblr-3425	672	118	of	of	ADP
cblr-3425	672	119	penalty	penalty	NOUN
cblr-3425	672	120	provision	provision	NOUN
cblr-3425	672	121	,	,	PUNCT
cblr-3425	672	122	but	but	CCONJ
cblr-3425	672	123	then	then	ADV
cblr-3425	672	124	the	the	DET
cblr-3425	672	125	data	datum	NOUN
cblr-3425	672	126	show	show	VERB
cblr-3425	672	127	that	that	SCONJ
cblr-3425	672	128	the	the	DET
cblr-3425	672	129	penalty	penalty	NOUN
cblr-3425	672	130	in	in	ADP
cblr-3425	672	131	question	question	NOUN
cblr-3425	672	132	never	never	ADV
cblr-3425	672	133	occurs	occur	VERB
cblr-3425	672	134	,	,	PUNCT
cblr-3425	672	135	the	the	DET
cblr-3425	672	136	company	company	NOUN
cblr-3425	672	137	can	can	AUX
cblr-3425	672	138	consider	consider	VERB
cblr-3425	672	139	altering	alter	VERB
cblr-3425	672	140	its	its	PRON
cblr-3425	672	141	assessment	assessment	NOUN
cblr-3425	672	142	of	of	ADP
cblr-3425	672	143	the	the	DET
cblr-3425	672	144	riskiness	riskiness	NOUN
cblr-3425	672	145	of	of	ADP
cblr-3425	672	146	such	such	DET
cblr-3425	672	147	a	a	DET
cblr-3425	672	148	provision.220	provision.220	NOUN
cblr-3425	672	149	microsoft	microsoft	PROPN
cblr-3425	672	150	’s	’s	PART
cblr-3425	672	151	system	system	NOUN
cblr-3425	672	152	for	for	ADP
cblr-3425	672	153	tracking	track	VERB
cblr-3425	672	154	contract	contract	NOUN
cblr-3425	672	155	risk	risk	NOUN
cblr-3425	672	156	data	datum	NOUN
cblr-3425	672	157	allows	allow	VERB
cblr-3425	672	158	it	it	PRON
cblr-3425	672	159	to	to	PART
cblr-3425	672	160	make	make	VERB
cblr-3425	672	161	better	well	ADV
cblr-3425	672	162	-	-	PUNCT
cblr-3425	672	163	informed	inform	VERB
cblr-3425	672	164	risk	risk	NOUN
cblr-3425	672	165	assessment	assessment	NOUN
cblr-3425	672	166	and	and	CCONJ
cblr-3425	672	167	allocation	allocation	NOUN
cblr-3425	672	168	decisions	decision	NOUN
cblr-3425	672	169	.	.	PUNCT
cblr-3425	673	1	predictive	predictive	ADJ
cblr-3425	673	2	contracting	contracting	NOUN
cblr-3425	673	3	can	can	AUX
cblr-3425	673	4	enable	enable	VERB
cblr-3425	673	5	parties	party	NOUN
cblr-3425	673	6	to	to	PART
cblr-3425	673	7	convert	convert	VERB
cblr-3425	673	8	contract	contract	NOUN
cblr-3425	673	9	uncertainty	uncertainty	NOUN
cblr-3425	673	10	into	into	ADP
cblr-3425	673	11	contract	contract	NOUN
cblr-3425	673	12	risk	risk	NOUN
cblr-3425	673	13	.	.	PUNCT
cblr-3425	674	1	by	by	ADP
cblr-3425	674	2	tracking	track	VERB
cblr-3425	674	3	contract	contract	NOUN
cblr-3425	674	4	outcomes	outcome	NOUN
cblr-3425	674	5	,	,	PUNCT
cblr-3425	674	6	a	a	DET
cblr-3425	674	7	predictive	predictive	ADJ
cblr-3425	674	8	contracting	contracting	NOUN
cblr-3425	674	9	system	system	NOUN
cblr-3425	674	10	can	can	AUX
cblr-3425	674	11	provide	provide	VERB
cblr-3425	674	12	contract	contract	NOUN
cblr-3425	674	13	drafters	drafter	NOUN
cblr-3425	674	14	with	with	ADP
cblr-3425	674	15	information	information	NOUN
cblr-3425	674	16	on	on	ADP
cblr-3425	674	17	the	the	DET
cblr-3425	674	18	set	set	NOUN
cblr-3425	674	19	of	of	ADP
cblr-3425	674	20	potential	potential	ADJ
cblr-3425	674	21	contingent	contingent	NOUN
cblr-3425	674	22	states	state	NOUN
cblr-3425	674	23	and	and	CCONJ
cblr-3425	674	24	their	their	PRON
cblr-3425	674	25	respective	respective	ADJ
cblr-3425	674	26	likelihoods	likelihood	NOUN
cblr-3425	674	27	,	,	PUNCT
cblr-3425	674	28	thereby	thereby	ADV
cblr-3425	674	29	quantifying	quantify	VERB
cblr-3425	674	30	uncertainty	uncertainty	NOUN
cblr-3425	674	31	.	.	PUNCT
cblr-3425	675	1	equipped	equip	VERB
cblr-3425	675	2	with	with	ADP
cblr-3425	675	3	distributional	distributional	ADJ
cblr-3425	675	4	information	information	NOUN
cblr-3425	675	5	on	on	ADP
cblr-3425	675	6	contract	contract	NOUN
cblr-3425	675	7	outcomes	outcome	NOUN
cblr-3425	675	8	,	,	PUNCT
cblr-3425	675	9	contract	contract	NOUN
cblr-3425	675	10	drafters	drafter	NOUN
cblr-3425	675	11	can	can	AUX
cblr-3425	675	12	more	more	ADV
cblr-3425	675	13	effectively	effectively	ADV
cblr-3425	675	14	assess	assess	VERB
cblr-3425	675	15	contract	contract	NOUN
cblr-3425	675	16	risk	risk	NOUN
cblr-3425	675	17	.	.	PUNCT
cblr-3425	676	1	in	in	ADP
cblr-3425	676	2	addition	addition	NOUN
cblr-3425	676	3	,	,	PUNCT
cblr-3425	676	4	a	a	DET
cblr-3425	676	5	predictive	predictive	ADJ
cblr-3425	676	6	contracting	contracting	NOUN
cblr-3425	676	7	system	system	NOUN
cblr-3425	676	8	can	can	AUX
cblr-3425	676	9	identify	identify	VERB
cblr-3425	676	10	connections	connection	NOUN
cblr-3425	676	11	between	between	ADP
cblr-3425	676	12	contract	contract	NOUN
cblr-3425	676	13	design	design	NOUN
cblr-3425	676	14	and	and	CCONJ
cblr-3425	676	15	contract	contract	NOUN
cblr-3425	676	16	risks	risk	NOUN
cblr-3425	676	17	.	.	PUNCT
cblr-3425	677	1	this	this	PRON
cblr-3425	677	2	allows	allow	VERB
cblr-3425	677	3	contract	contract	NOUN
cblr-3425	677	4	drafters	drafter	NOUN
cblr-3425	677	5	to	to	PART
cblr-3425	677	6	better	well	ADV
cblr-3425	677	7	evaluate	evaluate	VERB
cblr-3425	677	8	the	the	DET
cblr-3425	677	9	risk	risk	NOUN
cblr-3425	677	10	profile	profile	NOUN
cblr-3425	677	11	of	of	ADP
cblr-3425	677	12	a	a	DET
cblr-3425	677	13	contract	contract	NOUN
cblr-3425	677	14	given	give	VERB
cblr-3425	677	15	its	its	PRON
cblr-3425	677	16	terms	term	NOUN
cblr-3425	677	17	215	215	NUM
cblr-3425	677	18	telephone	telephone	NOUN
cblr-3425	677	19	interview	interview	NOUN
cblr-3425	677	20	with	with	ADP
cblr-3425	677	21	microsoft	microsoft	PROPN
cblr-3425	677	22	representatives	representatives	PROPN
cblr-3425	677	23	,	,	PUNCT
cblr-3425	677	24	supra	supra	PROPN
cblr-3425	677	25	note	note	VERB
cblr-3425	677	26	87	87	NUM
cblr-3425	677	27	.	.	PUNCT
cblr-3425	678	1	216	216	NUM
cblr-3425	679	1	i	i	PRON
cblr-3425	679	2	d.	d.	PROPN
cblr-3425	679	3	217	217	NUM
cblr-3425	680	1	i	i	PRON
cblr-3425	680	2	d.	d.	PROPN
cblr-3425	680	3	218	218	NUM
cblr-3425	681	1	i	i	PRON
cblr-3425	681	2	d.	d.	PROPN
cblr-3425	681	3	219	219	NUM
cblr-3425	682	1	i	i	PRON
cblr-3425	682	2	d.	d.	PROPN
cblr-3425	682	3	220	220	NUM
cblr-3425	683	1	i	i	PROPN
cblr-3425	683	2	d.	d.	PROPN
cblr-3425	683	3	680	680	NUM
cblr-3425	683	4	columbia	columbia	PROPN
cblr-3425	683	5	business	business	NOUN
cblr-3425	683	6	law	law	NOUN
cblr-3425	683	7	review	review	NOUN
cblr-3425	683	8	[	[	X
cblr-3425	683	9	vol	vol	NOUN
cblr-3425	683	10	.	.	NOUN
cblr-3425	683	11	2019	2019	NUM
cblr-3425	683	12	and	and	CCONJ
cblr-3425	683	13	relevant	relevant	ADJ
cblr-3425	683	14	exogenous	exogenous	ADJ
cblr-3425	683	15	conditions	condition	NOUN
cblr-3425	683	16	.	.	PUNCT
cblr-3425	684	1	predictive	predictive	ADJ
cblr-3425	684	2	contracting	contracting	NOUN
cblr-3425	684	3	also	also	ADV
cblr-3425	684	4	creates	create	VERB
cblr-3425	684	5	opportunities	opportunity	NOUN
cblr-3425	684	6	for	for	ADP
cblr-3425	684	7	new	new	ADJ
cblr-3425	684	8	term	term	NOUN
cblr-3425	684	9	designs	design	NOUN
cblr-3425	684	10	that	that	PRON
cblr-3425	684	11	use	use	VERB
cblr-3425	684	12	distributional	distributional	ADJ
cblr-3425	684	13	data	datum	NOUN
cblr-3425	684	14	on	on	ADP
cblr-3425	684	15	contract	contract	NOUN
cblr-3425	684	16	outcomes	outcome	NOUN
cblr-3425	684	17	.	.	PUNCT
cblr-3425	685	1	contract	contract	NOUN
cblr-3425	685	2	drafters	drafter	NOUN
cblr-3425	685	3	can	can	AUX
cblr-3425	685	4	use	use	VERB
cblr-3425	685	5	outcome	outcome	NOUN
cblr-3425	685	6	probability	probability	NOUN
cblr-3425	685	7	distributions	distribution	NOUN
cblr-3425	685	8	to	to	PART
cblr-3425	685	9	craft	craft	VERB
cblr-3425	685	10	terms	term	NOUN
cblr-3425	685	11	that	that	PRON
cblr-3425	685	12	have	have	VERB
cblr-3425	685	13	contingent	contingent	ADJ
cblr-3425	685	14	effects	effect	NOUN
cblr-3425	685	15	based	base	VERB
cblr-3425	685	16	on	on	ADP
cblr-3425	685	17	the	the	DET
cblr-3425	685	18	relation	relation	NOUN
cblr-3425	685	19	of	of	ADP
cblr-3425	685	20	a	a	DET
cblr-3425	685	21	given	give	VERB
cblr-3425	685	22	outcome	outcome	NOUN
cblr-3425	685	23	to	to	ADP
cblr-3425	685	24	the	the	DET
cblr-3425	685	25	expected	expect	VERB
cblr-3425	685	26	probability	probability	NOUN
cblr-3425	685	27	distribution	distribution	NOUN
cblr-3425	685	28	of	of	ADP
cblr-3425	685	29	that	that	DET
cblr-3425	685	30	outcome	outcome	NOUN
cblr-3425	685	31	.	.	PUNCT
cblr-3425	686	1	these	these	DET
cblr-3425	686	2	terms	term	NOUN
cblr-3425	686	3	could	could	AUX
cblr-3425	686	4	enable	enable	VERB
cblr-3425	686	5	contract	contract	NOUN
cblr-3425	686	6	drafters	drafter	NOUN
cblr-3425	686	7	to	to	ADP
cblr-3425	686	8	more	more	ADV
cblr-3425	686	9	effectively	effectively	ADV
cblr-3425	686	10	allocate	allocate	VERB
cblr-3425	686	11	contract	contract	NOUN
cblr-3425	686	12	risk	risk	NOUN
cblr-3425	686	13	.	.	PUNCT
cblr-3425	687	1	6	6	X
cblr-3425	687	2	.	.	X
cblr-3425	687	3	negotiation	negotiation	NOUN
cblr-3425	687	4	and	and	CCONJ
cblr-3425	687	5	term	term	NOUN
cblr-3425	687	6	pricing	pricing	NOUN
cblr-3425	687	7	according	accord	VERB
cblr-3425	687	8	to	to	ADP
cblr-3425	687	9	the	the	DET
cblr-3425	687	10	efficient	efficient	ADJ
cblr-3425	687	11	contracting	contracting	NOUN
cblr-3425	687	12	literature	literature	NOUN
cblr-3425	687	13	,	,	PUNCT
cblr-3425	687	14	the	the	DET
cblr-3425	687	15	goal	goal	NOUN
cblr-3425	687	16	of	of	ADP
cblr-3425	687	17	contracting	contracting	NOUN
cblr-3425	687	18	parties	party	NOUN
cblr-3425	687	19	is	be	AUX
cblr-3425	687	20	to	to	PART
cblr-3425	687	21	maximize	maximize	VERB
cblr-3425	687	22	the	the	DET
cblr-3425	687	23	joint	joint	ADJ
cblr-3425	687	24	value	value	NOUN
cblr-3425	687	25	created	create	VERB
cblr-3425	687	26	by	by	ADP
cblr-3425	687	27	the	the	DET
cblr-3425	687	28	contract.221	contract.221	NOUN
cblr-3425	687	29	parties	party	NOUN
cblr-3425	687	30	select	select	VERB
cblr-3425	687	31	the	the	DET
cblr-3425	687	32	set	set	NOUN
cblr-3425	687	33	of	of	ADP
cblr-3425	687	34	contract	contract	NOUN
cblr-3425	687	35	terms	term	NOUN
cblr-3425	687	36	that	that	PRON
cblr-3425	687	37	maximize	maximize	VERB
cblr-3425	687	38	the	the	DET
cblr-3425	687	39	joint	joint	ADJ
cblr-3425	687	40	value	value	NOUN
cblr-3425	687	41	and	and	CCONJ
cblr-3425	687	42	then	then	ADV
cblr-3425	687	43	divide	divide	VERB
cblr-3425	687	44	up	up	ADP
cblr-3425	687	45	the	the	DET
cblr-3425	687	46	value	value	NOUN
cblr-3425	687	47	via	via	ADP
cblr-3425	687	48	the	the	DET
cblr-3425	687	49	price	price	NOUN
cblr-3425	687	50	term	term	NOUN
cblr-3425	687	51	based	base	VERB
cblr-3425	687	52	on	on	ADP
cblr-3425	687	53	their	their	PRON
cblr-3425	687	54	relative	relative	ADJ
cblr-3425	687	55	bargaining	bargaining	NOUN
cblr-3425	687	56	power.222	power.222	NOUN
cblr-3425	687	57	under	under	ADP
cblr-3425	687	58	this	this	DET
cblr-3425	687	59	view	view	NOUN
cblr-3425	687	60	,	,	PUNCT
cblr-3425	687	61	parties	party	NOUN
cblr-3425	687	62	optimize	optimize	VERB
cblr-3425	687	63	for	for	ADP
cblr-3425	687	64	the	the	DET
cblr-3425	687	65	size	size	NOUN
cblr-3425	687	66	of	of	ADP
cblr-3425	687	67	the	the	DET
cblr-3425	687	68	pie	pie	NOUN
cblr-3425	687	69	,	,	PUNCT
cblr-3425	687	70	not	not	PART
cblr-3425	687	71	how	how	SCONJ
cblr-3425	687	72	the	the	DET
cblr-3425	687	73	pie	pie	NOUN
cblr-3425	687	74	is	be	AUX
cblr-3425	687	75	sliced	slice	VERB
cblr-3425	687	76	.	.	PUNCT
cblr-3425	688	1	this	this	DET
cblr-3425	688	2	view	view	NOUN
cblr-3425	688	3	relies	rely	VERB
cblr-3425	688	4	on	on	ADP
cblr-3425	688	5	the	the	DET
cblr-3425	688	6	unrealistic	unrealistic	ADJ
cblr-3425	688	7	assumption	assumption	NOUN
cblr-3425	688	8	,	,	PUNCT
cblr-3425	688	9	however	however	ADV
cblr-3425	688	10	,	,	PUNCT
cblr-3425	688	11	that	that	SCONJ
cblr-3425	688	12	parties	party	NOUN
cblr-3425	688	13	contract	contract	VERB
cblr-3425	688	14	under	under	ADP
cblr-3425	688	15	perfect	perfect	ADJ
cblr-3425	688	16	conditions	condition	NOUN
cblr-3425	688	17	,	,	PUNCT
cblr-3425	688	18	including	include	VERB
cblr-3425	688	19	full	full	ADJ
cblr-3425	688	20	information	information	NOUN
cblr-3425	688	21	and	and	CCONJ
cblr-3425	688	22	no	no	DET
cblr-3425	688	23	transaction	transaction	NOUN
cblr-3425	688	24	costs.223	costs.223	VERB
cblr-3425	688	25	in	in	ADP
cblr-3425	688	26	the	the	DET
cblr-3425	688	27	presence	presence	NOUN
cblr-3425	688	28	of	of	ADP
cblr-3425	688	29	contracting	contracting	NOUN
cblr-3425	688	30	imperfections	imperfection	NOUN
cblr-3425	688	31	,	,	PUNCT
cblr-3425	688	32	such	such	ADJ
cblr-3425	688	33	as	as	ADP
cblr-3425	688	34	asymmetric	asymmetric	ADJ
cblr-3425	688	35	information	information	NOUN
cblr-3425	688	36	,	,	PUNCT
cblr-3425	688	37	parties	party	NOUN
cblr-3425	688	38	are	be	AUX
cblr-3425	688	39	often	often	ADV
cblr-3425	688	40	unable	unable	ADJ
cblr-3425	688	41	to	to	PART
cblr-3425	688	42	achieve	achieve	VERB
cblr-3425	688	43	the	the	DET
cblr-3425	688	44	valuemaximizing	valuemaximize	VERB
cblr-3425	688	45	contract	contract	NOUN
cblr-3425	688	46	design.224	design.224	NOUN
cblr-3425	688	47	instead	instead	ADV
cblr-3425	688	48	of	of	ADP
cblr-3425	688	49	focusing	focus	VERB
cblr-3425	688	50	on	on	ADP
cblr-3425	688	51	joint	joint	ADJ
cblr-3425	688	52	221	221	NUM
cblr-3425	688	53	see	see	NOUN
cblr-3425	688	54	supra	supra	PROPN
cblr-3425	688	55	note	note	PROPN
cblr-3425	688	56	16	16	NUM
cblr-3425	688	57	and	and	CCONJ
cblr-3425	688	58	accompanying	accompany	VERB
cblr-3425	688	59	text	text	NOUN
cblr-3425	688	60	.	.	PUNCT
cblr-3425	689	1	222	222	NUM
cblr-3425	689	2	this	this	DET
cblr-3425	689	3	view	view	NOUN
cblr-3425	689	4	has	have	AUX
cblr-3425	689	5	been	be	AUX
cblr-3425	689	6	described	describe	VERB
cblr-3425	689	7	as	as	ADP
cblr-3425	689	8	an	an	DET
cblr-3425	689	9	“	"	PUNCT
cblr-3425	689	10	irrelevance	irrelevance	NOUN
cblr-3425	689	11	”	"	PUNCT
cblr-3425	689	12	theory	theory	NOUN
cblr-3425	689	13	of	of	ADP
cblr-3425	689	14	bargaining	bargaining	NOUN
cblr-3425	689	15	power	power	NOUN
cblr-3425	689	16	because	because	SCONJ
cblr-3425	689	17	according	accord	VERB
cblr-3425	689	18	to	to	ADP
cblr-3425	689	19	this	this	DET
cblr-3425	689	20	theory	theory	NOUN
cblr-3425	689	21	,	,	PUNCT
cblr-3425	689	22	the	the	DET
cblr-3425	689	23	relative	relative	ADJ
cblr-3425	689	24	bargaining	bargaining	NOUN
cblr-3425	689	25	power	power	NOUN
cblr-3425	689	26	of	of	ADP
cblr-3425	689	27	the	the	DET
cblr-3425	689	28	parties	party	NOUN
cblr-3425	689	29	does	do	AUX
cblr-3425	689	30	not	not	PART
cblr-3425	689	31	affect	affect	VERB
cblr-3425	689	32	the	the	DET
cblr-3425	689	33	design	design	NOUN
cblr-3425	689	34	of	of	ADP
cblr-3425	689	35	the	the	DET
cblr-3425	689	36	contract	contract	NOUN
cblr-3425	689	37	,	,	PUNCT
cblr-3425	689	38	but	but	CCONJ
cblr-3425	689	39	rather	rather	ADV
cblr-3425	689	40	only	only	ADV
cblr-3425	689	41	affects	affect	VERB
cblr-3425	689	42	the	the	DET
cblr-3425	689	43	price	price	NOUN
cblr-3425	689	44	.	.	PUNCT
cblr-3425	690	1	see	see	VERB
cblr-3425	690	2	williams	williams	PROPN
cblr-3425	690	3	,	,	PUNCT
cblr-3425	690	4	supra	supra	PROPN
cblr-3425	690	5	note	note	NOUN
cblr-3425	690	6	2	2	NUM
cblr-3425	690	7	,	,	PUNCT
cblr-3425	690	8	at	at	ADP
cblr-3425	690	9	106–07	106–07	NUM
cblr-3425	690	10	;	;	PUNCT
cblr-3425	690	11	choi	choi	PROPN
cblr-3425	690	12	&	&	CCONJ
cblr-3425	690	13	triantis	triantis	PROPN
cblr-3425	690	14	,	,	PUNCT
cblr-3425	690	15	supra	supra	PROPN
cblr-3425	690	16	note	note	NOUN
cblr-3425	690	17	2	2	NUM
cblr-3425	690	18	,	,	PUNCT
cblr-3425	690	19	at	at	ADP
cblr-3425	690	20	1670	1670	NUM
cblr-3425	690	21	.	.	PUNCT
cblr-3425	691	1	223	223	NUM
cblr-3425	691	2	see	see	VERB
cblr-3425	691	3	williams	williams	PROPN
cblr-3425	691	4	,	,	PUNCT
cblr-3425	691	5	supra	supra	PROPN
cblr-3425	691	6	note	note	NOUN
cblr-3425	691	7	2	2	NUM
cblr-3425	691	8	,	,	PUNCT
cblr-3425	691	9	at	at	ADP
cblr-3425	691	10	110	110	NUM
cblr-3425	691	11	.	.	PUNCT
cblr-3425	692	1	224	224	NUM
cblr-3425	692	2	see	see	VERB
cblr-3425	692	3	oliver	oliver	PROPN
cblr-3425	692	4	hart	hart	PROPN
cblr-3425	692	5	,	,	PUNCT
cblr-3425	692	6	firms	firm	NOUN
cblr-3425	692	7	,	,	PUNCT
cblr-3425	692	8	contracts	contract	NOUN
cblr-3425	692	9	and	and	CCONJ
cblr-3425	692	10	financial	financial	ADJ
cblr-3425	692	11	structure	structure	NOUN
cblr-3425	692	12	32	32	NUM
cblr-3425	692	13	–	–	PUNCT
cblr-3425	692	14	33	33	NUM
cblr-3425	692	15	(	(	PUNCT
cblr-3425	692	16	1995	1995	NUM
cblr-3425	692	17	)	)	PUNCT
cblr-3425	692	18	;	;	PUNCT
cblr-3425	692	19	lax	lax	PROPN
cblr-3425	692	20	&	&	CCONJ
cblr-3425	692	21	sebenius	sebenius	PROPN
cblr-3425	692	22	,	,	PUNCT
cblr-3425	692	23	supra	supra	PROPN
cblr-3425	692	24	note	note	PROPN
cblr-3425	692	25	222	222	NUM
cblr-3425	692	26	,	,	PUNCT
cblr-3425	692	27	at	at	ADP
cblr-3425	692	28	38–40	38–40	NUM
cblr-3425	692	29	,	,	PUNCT
cblr-3425	692	30	245–46	245–46	NUM
cblr-3425	692	31	;	;	PUNCT
cblr-3425	692	32	robert	robert	PROPN
cblr-3425	692	33	h.	h.	PROPN
cblr-3425	692	34	mnookin	mnookin	PROPN
cblr-3425	692	35	,	,	PUNCT
cblr-3425	692	36	scott	scott	PROPN
cblr-3425	692	37	r.	r.	PROPN
cblr-3425	692	38	peppet	peppet	PROPN
cblr-3425	692	39	&	&	CCONJ
cblr-3425	692	40	andrew	andrew	PROPN
cblr-3425	692	41	s.	s.	PROPN
cblr-3425	692	42	tulumello	tulumello	PROPN
cblr-3425	692	43	,	,	PUNCT
cblr-3425	692	44	beyond	beyond	ADP
cblr-3425	692	45	winning	win	VERB
cblr-3425	692	46	:	:	PUNCT
cblr-3425	692	47	negotiating	negotiate	VERB
cblr-3425	692	48	to	to	PART
cblr-3425	692	49	create	create	VERB
cblr-3425	692	50	value	value	NOUN
cblr-3425	692	51	in	in	ADP
cblr-3425	692	52	deals	deal	NOUN
cblr-3425	692	53	and	and	CCONJ
cblr-3425	692	54	disputes	dispute	NOUN
cblr-3425	692	55	9	9	NUM
cblr-3425	692	56	(	(	PUNCT
cblr-3425	692	57	2000	2000	NUM
cblr-3425	692	58	)	)	PUNCT
cblr-3425	692	59	;	;	PUNCT
cblr-3425	692	60	ian	ian	PROPN
cblr-3425	692	61	ayres	ayres	PROPN
cblr-3425	692	62	&	&	CCONJ
cblr-3425	692	63	robert	robert	PROPN
cblr-3425	692	64	gertner	gertner	PROPN
cblr-3425	692	65	,	,	PUNCT
cblr-3425	692	66	strategic	strategic	ADJ
cblr-3425	692	67	contractual	contractual	ADJ
cblr-3425	692	68	inefficiency	inefficiency	NOUN
cblr-3425	692	69	and	and	CCONJ
cblr-3425	692	70	the	the	DET
cblr-3425	692	71	optimal	optimal	ADJ
cblr-3425	692	72	choice	choice	NOUN
cblr-3425	692	73	of	of	ADP
cblr-3425	692	74	legal	legal	ADJ
cblr-3425	692	75	rules	rule	NOUN
cblr-3425	692	76	,	,	PUNCT
cblr-3425	692	77	101	101	NUM
cblr-3425	692	78	yale	yale	PROPN
cblr-3425	692	79	l.j	l.j	PROPN
cblr-3425	692	80	.	.	PROPN
cblr-3425	692	81	729	729	NUM
cblr-3425	692	82	,	,	PUNCT
cblr-3425	692	83	736–37	736–37	NUM
cblr-3425	692	84	,	,	PUNCT
cblr-3425	692	85	742	742	NUM
cblr-3425	692	86	(	(	PUNCT
cblr-3425	692	87	1992	1992	NUM
cblr-3425	692	88	)	)	PUNCT
cblr-3425	692	89	;	;	PUNCT
cblr-3425	692	90	choi	choi	NOUN
cblr-3425	692	91	&	&	CCONJ
cblr-3425	692	92	triantis	triantis	PROPN
cblr-3425	692	93	,	,	PUNCT
cblr-3425	692	94	supra	supra	PROPN
cblr-3425	692	95	note	note	NOUN
cblr-3425	692	96	2	2	NUM
cblr-3425	692	97	,	,	PUNCT
cblr-3425	692	98	at	at	ADP
cblr-3425	692	99	1687–89	1687–89	NUM
cblr-3425	692	100	;	;	PUNCT
cblr-3425	692	101	oliver	oliver	PROPN
cblr-3425	692	102	hart	hart	PROPN
cblr-3425	692	103	&	&	CCONJ
cblr-3425	692	104	john	john	PROPN
cblr-3425	692	105	moore	moore	PROPN
cblr-3425	692	106	,	,	PUNCT
cblr-3425	692	107	property	property	NOUN
cblr-3425	692	108	rights	right	NOUN
cblr-3425	692	109	and	and	CCONJ
cblr-3425	692	110	the	the	DET
cblr-3425	692	111	nature	nature	NOUN
cblr-3425	692	112	of	of	ADP
cblr-3425	692	113	the	the	DET
cblr-3425	692	114	firm	firm	NOUN
cblr-3425	692	115	,	,	PUNCT
cblr-3425	692	116	98	98	NUM
cblr-3425	692	117	j.	j.	PROPN
cblr-3425	692	118	pol	pol	PROPN
cblr-3425	692	119	.	.	PUNCT
cblr-3425	692	120	econ	econ	PROPN
cblr-3425	692	121	.	.	PUNCT
cblr-3425	692	122	1119	1119	NUM
cblr-3425	692	123	,	,	PUNCT
cblr-3425	692	124	1132	1132	NUM
cblr-3425	692	125	(	(	PUNCT
cblr-3425	692	126	1990	1990	NUM
cblr-3425	692	127	)	)	PUNCT
cblr-3425	692	128	;	;	PUNCT
cblr-3425	692	129	jason	jason	PROPN
cblr-3425	692	130	scott	scott	PROPN
cblr-3425	692	131	johnston	johnston	PROPN
cblr-3425	692	132	,	,	PUNCT
cblr-3425	692	133	strategic	strategic	ADJ
cblr-3425	692	134	bargaining	bargaining	NOUN
cblr-3425	692	135	and	and	CCONJ
cblr-3425	692	136	the	the	DET
cblr-3425	692	137	economic	economic	ADJ
cblr-3425	692	138	theory	theory	NOUN
cblr-3425	692	139	of	of	ADP
cblr-3425	692	140	contract	contract	NOUN
cblr-3425	692	141	default	default	NOUN
cblr-3425	692	142	rules	rule	NOUN
cblr-3425	692	143	,	,	PUNCT
cblr-3425	692	144	100	100	NUM
cblr-3425	692	145	yale	yale	PROPN
cblr-3425	692	146	l.j	l.j	PROPN
cblr-3425	692	147	.	.	PROPN
cblr-3425	692	148	615	615	NUM
cblr-3425	692	149	,	,	PUNCT
cblr-3425	692	150	615–16	615–16	NOUN
cblr-3425	692	151	,	,	PUNCT
cblr-3425	692	152	636–37	636–37	PROPN
cblr-3425	692	153	(	(	PUNCT
cblr-3425	692	154	1990	1990	NUM
cblr-3425	692	155	)	)	PUNCT
cblr-3425	692	156	;	;	PUNCT
cblr-3425	692	157	korobkin	korobkin	PROPN
cblr-3425	692	158	,	,	PUNCT
cblr-3425	692	159	supra	supra	PROPN
cblr-3425	692	160	note	note	PROPN
cblr-3425	692	161	18	18	NUM
cblr-3425	692	162	,	,	PUNCT
cblr-3425	692	163	at	at	ADP
cblr-3425	692	164	1206	1206	NUM
cblr-3425	692	165	(	(	PUNCT
cblr-3425	692	166	arguing	argue	VERB
cblr-3425	692	167	that	that	SCONJ
cblr-3425	692	168	costly	costly	ADJ
cblr-3425	692	169	information	information	NOUN
cblr-3425	692	170	leads	lead	VERB
cblr-3425	692	171	parties	party	NOUN
cblr-3425	692	172	to	to	PART
cblr-3425	692	173	choose	choose	VERB
cblr-3425	692	174	no	no	PROPN
cblr-3425	692	175	.	.	NOUN
cblr-3425	692	176	2:621	2:621	NUM
cblr-3425	692	177	]	]	X
cblr-3425	692	178	predictive	predictive	ADJ
cblr-3425	692	179	contracting	contract	VERB
cblr-3425	692	180	681	681	NUM
cblr-3425	692	181	value	value	NOUN
cblr-3425	692	182	maximization	maximization	NOUN
cblr-3425	692	183	,	,	PUNCT
cblr-3425	692	184	parties	party	NOUN
cblr-3425	692	185	typically	typically	ADV
cblr-3425	692	186	use	use	VERB
cblr-3425	692	187	their	their	PRON
cblr-3425	692	188	bargaining	bargaining	NOUN
cblr-3425	692	189	power	power	NOUN
cblr-3425	692	190	to	to	PART
cblr-3425	692	191	jockey	jockey	VERB
cblr-3425	692	192	for	for	ADP
cblr-3425	692	193	contract	contract	NOUN
cblr-3425	692	194	terms	term	NOUN
cblr-3425	692	195	that	that	PRON
cblr-3425	692	196	are	be	AUX
cblr-3425	692	197	allocatively	allocatively	ADV
cblr-3425	692	198	advantageous	advantageous	ADJ
cblr-3425	692	199	but	but	CCONJ
cblr-3425	692	200	not	not	PART
cblr-3425	692	201	necessarily	necessarily	ADV
cblr-3425	692	202	value	value	NOUN
cblr-3425	692	203	-	-	PUNCT
cblr-3425	692	204	maximizing.225	maximizing.225	PROPN
cblr-3425	692	205	in	in	ADP
cblr-3425	692	206	their	their	PRON
cblr-3425	692	207	efforts	effort	NOUN
cblr-3425	692	208	to	to	PART
cblr-3425	692	209	secure	secure	VERB
cblr-3425	692	210	a	a	DET
cblr-3425	692	211	larger	large	ADJ
cblr-3425	692	212	piece	piece	NOUN
cblr-3425	692	213	of	of	ADP
cblr-3425	692	214	the	the	DET
cblr-3425	692	215	pie	pie	NOUN
cblr-3425	692	216	,	,	PUNCT
cblr-3425	692	217	parties	party	NOUN
cblr-3425	692	218	often	often	ADV
cblr-3425	692	219	end	end	VERB
cblr-3425	692	220	up	up	ADP
cblr-3425	692	221	with	with	ADP
cblr-3425	692	222	a	a	DET
cblr-3425	692	223	smaller	small	ADJ
cblr-3425	692	224	pie	pie	NOUN
cblr-3425	692	225	.	.	PUNCT
cblr-3425	693	1	predictive	predictive	ADJ
cblr-3425	693	2	contracting	contracting	NOUN
cblr-3425	693	3	can	can	AUX
cblr-3425	693	4	improve	improve	VERB
cblr-3425	693	5	contract	contract	NOUN
cblr-3425	693	6	design	design	NOUN
cblr-3425	693	7	in	in	ADP
cblr-3425	693	8	the	the	DET
cblr-3425	693	9	presence	presence	NOUN
cblr-3425	693	10	of	of	ADP
cblr-3425	693	11	contracting	contract	VERB
cblr-3425	693	12	imperfections	imperfection	NOUN
cblr-3425	693	13	by	by	ADP
cblr-3425	693	14	providing	provide	VERB
cblr-3425	693	15	parties	party	NOUN
cblr-3425	693	16	with	with	ADP
cblr-3425	693	17	better	well	ADJ
cblr-3425	693	18	information	information	NOUN
cblr-3425	693	19	on	on	ADP
cblr-3425	693	20	the	the	DET
cblr-3425	693	21	value	value	NOUN
cblr-3425	693	22	of	of	ADP
cblr-3425	693	23	specific	specific	ADJ
cblr-3425	693	24	contract	contract	NOUN
cblr-3425	693	25	terms	term	NOUN
cblr-3425	693	26	.	.	PUNCT
cblr-3425	694	1	this	this	DET
cblr-3425	694	2	information	information	NOUN
cblr-3425	694	3	enables	enable	VERB
cblr-3425	694	4	parties	party	NOUN
cblr-3425	694	5	to	to	PART
cblr-3425	694	6	more	more	ADV
cblr-3425	694	7	accurately	accurately	ADV
cblr-3425	694	8	price	price	NOUN
cblr-3425	694	9	contract	contract	NOUN
cblr-3425	694	10	terms	term	NOUN
cblr-3425	694	11	during	during	ADP
cblr-3425	694	12	the	the	DET
cblr-3425	694	13	negotiation	negotiation	NOUN
cblr-3425	694	14	process.226	process.226	NOUN
cblr-3425	694	15	for	for	ADP
cblr-3425	694	16	example	example	NOUN
cblr-3425	694	17	,	,	PUNCT
cblr-3425	694	18	assume	assume	VERB
cblr-3425	694	19	two	two	NUM
cblr-3425	694	20	parties	party	NOUN
cblr-3425	694	21	are	be	AUX
cblr-3425	694	22	negotiating	negotiate	VERB
cblr-3425	694	23	which	which	DET
cblr-3425	694	24	version	version	NOUN
cblr-3425	694	25	of	of	ADP
cblr-3425	694	26	a	a	DET
cblr-3425	694	27	term	term	NOUN
cblr-3425	694	28	to	to	PART
cblr-3425	694	29	include	include	VERB
cblr-3425	694	30	in	in	ADP
cblr-3425	694	31	a	a	DET
cblr-3425	694	32	contract	contract	NOUN
cblr-3425	694	33	.	.	PUNCT
cblr-3425	695	1	party	party	NOUN
cblr-3425	695	2	a	a	DET
cblr-3425	695	3	prefers	prefer	NOUN
cblr-3425	695	4	version	version	NOUN
cblr-3425	695	5	1	1	NUM
cblr-3425	695	6	and	and	CCONJ
cblr-3425	695	7	party	party	PROPN
cblr-3425	695	8	b	b	PROPN
cblr-3425	695	9	prefers	prefer	VERB
cblr-3425	695	10	version	version	NOUN
cblr-3425	695	11	2	2	NUM
cblr-3425	695	12	.	.	PUNCT
cblr-3425	696	1	under	under	ADP
cblr-3425	696	2	traditional	traditional	ADJ
cblr-3425	696	3	contracting	contracting	NOUN
cblr-3425	696	4	,	,	PUNCT
cblr-3425	696	5	in	in	ADP
cblr-3425	696	6	the	the	DET
cblr-3425	696	7	presence	presence	NOUN
cblr-3425	696	8	of	of	ADP
cblr-3425	696	9	incomplete	incomplete	ADJ
cblr-3425	696	10	information	information	NOUN
cblr-3425	696	11	,	,	PUNCT
cblr-3425	696	12	the	the	DET
cblr-3425	696	13	parties	party	NOUN
cblr-3425	696	14	would	would	AUX
cblr-3425	696	15	likely	likely	ADV
cblr-3425	696	16	use	use	VERB
cblr-3425	696	17	their	their	PRON
cblr-3425	696	18	relative	relative	ADJ
cblr-3425	696	19	bargaining	bargaining	NOUN
cblr-3425	696	20	power	power	NOUN
cblr-3425	696	21	to	to	PART
cblr-3425	696	22	determine	determine	VERB
cblr-3425	696	23	which	which	DET
cblr-3425	696	24	version	version	NOUN
cblr-3425	696	25	of	of	ADP
cblr-3425	696	26	the	the	DET
cblr-3425	696	27	term	term	NOUN
cblr-3425	696	28	to	to	PART
cblr-3425	696	29	include	include	VERB
cblr-3425	696	30	.	.	PUNCT
cblr-3425	697	1	assume	assume	VERB
cblr-3425	697	2	,	,	PUNCT
cblr-3425	697	3	however	however	ADV
cblr-3425	697	4	,	,	PUNCT
cblr-3425	697	5	that	that	SCONJ
cblr-3425	697	6	the	the	DET
cblr-3425	697	7	parties	party	NOUN
cblr-3425	697	8	have	have	VERB
cblr-3425	697	9	access	access	NOUN
cblr-3425	697	10	to	to	ADP
cblr-3425	697	11	a	a	DET
cblr-3425	697	12	predictive	predictive	ADJ
cblr-3425	697	13	contracting	contracting	NOUN
cblr-3425	697	14	system	system	NOUN
cblr-3425	697	15	that	that	PRON
cblr-3425	697	16	can	can	AUX
cblr-3425	697	17	inefficient	inefficient	ADJ
cblr-3425	697	18	,	,	PUNCT
cblr-3425	697	19	allocatively	allocatively	ADV
cblr-3425	697	20	advantageous	advantageous	ADJ
cblr-3425	697	21	terms	term	NOUN
cblr-3425	697	22	as	as	SCONJ
cblr-3425	697	23	opposed	oppose	VERB
cblr-3425	697	24	to	to	ADP
cblr-3425	697	25	efficient	efficient	ADJ
cblr-3425	697	26	terms	term	NOUN
cblr-3425	697	27	)	)	PUNCT
cblr-3425	697	28	;	;	PUNCT
cblr-3425	697	29	williams	williams	PROPN
cblr-3425	697	30	,	,	PUNCT
cblr-3425	697	31	supra	supra	PROPN
cblr-3425	697	32	note	note	NOUN
cblr-3425	697	33	2	2	NUM
cblr-3425	697	34	,	,	PUNCT
cblr-3425	697	35	at	at	ADP
cblr-3425	697	36	113–15	113–15	PROPN
cblr-3425	697	37	.	.	PUNCT
cblr-3425	698	1	225	225	NUM
cblr-3425	698	2	see	see	VERB
cblr-3425	698	3	albert	albert	PROPN
cblr-3425	698	4	choi	choi	PROPN
cblr-3425	698	5	&	&	CCONJ
cblr-3425	698	6	george	george	PROPN
cblr-3425	698	7	triantis	triantis	PROPN
cblr-3425	698	8	,	,	PUNCT
cblr-3425	698	9	market	market	NOUN
cblr-3425	698	10	conditions	condition	NOUN
cblr-3425	698	11	and	and	CCONJ
cblr-3425	698	12	contract	contract	NOUN
cblr-3425	698	13	design	design	NOUN
cblr-3425	698	14	:	:	PUNCT
cblr-3425	698	15	variations	variation	NOUN
cblr-3425	698	16	in	in	ADP
cblr-3425	698	17	debt	debt	NOUN
cblr-3425	698	18	contracting	contracting	NOUN
cblr-3425	698	19	,	,	PUNCT
cblr-3425	698	20	88	88	NUM
cblr-3425	698	21	n.y.u	n.y.u	NOUN
cblr-3425	698	22	.	.	PUNCT
cblr-3425	699	1	l.	l.	PROPN
cblr-3425	699	2	rev	rev	PROPN
cblr-3425	699	3	.	.	PROPN
cblr-3425	699	4	51	51	NUM
cblr-3425	699	5	,	,	PUNCT
cblr-3425	699	6	53–55	53–55	NUM
cblr-3425	699	7	(	(	PUNCT
cblr-3425	699	8	2013	2013	NUM
cblr-3425	699	9	)	)	PUNCT
cblr-3425	699	10	(	(	PUNCT
cblr-3425	699	11	discussing	discuss	VERB
cblr-3425	699	12	how	how	SCONJ
cblr-3425	699	13	lending	lending	NOUN
cblr-3425	699	14	covenants	covenant	NOUN
cblr-3425	699	15	were	be	AUX
cblr-3425	699	16	primarily	primarily	ADV
cblr-3425	699	17	borrower	borrower	NOUN
cblr-3425	699	18	-	-	PUNCT
cblr-3425	699	19	friendly	friendly	ADJ
cblr-3425	699	20	from	from	ADP
cblr-3425	699	21	2000–2007	2000–2007	NUM
cblr-3425	699	22	and	and	CCONJ
cblr-3425	699	23	then	then	ADV
cblr-3425	699	24	shifted	shift	VERB
cblr-3425	699	25	to	to	PART
cblr-3425	699	26	be	be	AUX
cblr-3425	699	27	lender	lender	NOUN
cblr-3425	699	28	-	-	PUNCT
cblr-3425	699	29	friendly	friendly	ADJ
cblr-3425	699	30	after	after	ADP
cblr-3425	699	31	the	the	DET
cblr-3425	699	32	financial	financial	ADJ
cblr-3425	699	33	crisis	crisis	NOUN
cblr-3425	699	34	)	)	PUNCT
cblr-3425	699	35	;	;	PUNCT
cblr-3425	699	36	choi	choi	NOUN
cblr-3425	699	37	&	&	CCONJ
cblr-3425	699	38	triantis	triantis	PROPN
cblr-3425	699	39	,	,	PUNCT
cblr-3425	699	40	supra	supra	PROPN
cblr-3425	699	41	note	note	NOUN
cblr-3425	699	42	2	2	NUM
cblr-3425	699	43	,	,	PUNCT
cblr-3425	699	44	at	at	ADP
cblr-3425	699	45	1693	1693	NUM
cblr-3425	699	46	(	(	PUNCT
cblr-3425	699	47	discussing	discuss	VERB
cblr-3425	699	48	how	how	SCONJ
cblr-3425	699	49	material	material	ADJ
cblr-3425	699	50	adverse	adverse	ADJ
cblr-3425	699	51	change	change	NOUN
cblr-3425	699	52	definitions	definition	NOUN
cblr-3425	699	53	in	in	ADP
cblr-3425	699	54	merger	merger	NOUN
cblr-3425	699	55	agreements	agreement	NOUN
cblr-3425	699	56	shift	shift	VERB
cblr-3425	699	57	between	between	ADP
cblr-3425	699	58	seller	seller	NOUN
cblr-3425	699	59	-	-	PUNCT
cblr-3425	699	60	friendly	friendly	ADJ
cblr-3425	699	61	and	and	CCONJ
cblr-3425	699	62	buyer	buyer	NOUN
cblr-3425	699	63	-	-	PUNCT
cblr-3425	699	64	friendly	friendly	ADJ
cblr-3425	699	65	forms	form	NOUN
cblr-3425	699	66	)	)	PUNCT
cblr-3425	699	67	;	;	PUNCT
cblr-3425	699	68	de	de	X
cblr-3425	699	69	fontenay	fontenay	NOUN
cblr-3425	699	70	,	,	PUNCT
cblr-3425	699	71	supra	supra	PROPN
cblr-3425	699	72	note	note	NOUN
cblr-3425	699	73	112	112	NUM
cblr-3425	699	74	,	,	PUNCT
cblr-3425	699	75	at	at	ADP
cblr-3425	699	76	395–98	395–98	NUM
cblr-3425	699	77	,	,	PUNCT
cblr-3425	699	78	405–13	405–13	NUM
cblr-3425	699	79	;	;	PUNCT
cblr-3425	699	80	williams	williams	PROPN
cblr-3425	699	81	,	,	PUNCT
cblr-3425	699	82	supra	supra	PROPN
cblr-3425	699	83	note	note	NOUN
cblr-3425	699	84	2	2	NUM
cblr-3425	699	85	,	,	PUNCT
cblr-3425	699	86	at	at	ADP
cblr-3425	699	87	151–58	151–58	PROPN
cblr-3425	699	88	(	(	PUNCT
cblr-3425	699	89	finding	find	VERB
cblr-3425	699	90	a	a	DET
cblr-3425	699	91	statistically	statistically	ADV
cblr-3425	699	92	significant	significant	ADJ
cblr-3425	699	93	connection	connection	NOUN
cblr-3425	699	94	between	between	ADP
cblr-3425	699	95	bargaining	bargaining	NOUN
cblr-3425	699	96	power	power	NOUN
cblr-3425	699	97	and	and	CCONJ
cblr-3425	699	98	a	a	DET
cblr-3425	699	99	variety	variety	NOUN
cblr-3425	699	100	of	of	ADP
cblr-3425	699	101	venture	venture	NOUN
cblr-3425	699	102	capital	capital	NOUN
cblr-3425	699	103	financing	financing	NOUN
cblr-3425	699	104	terms	term	NOUN
cblr-3425	699	105	in	in	ADP
cblr-3425	699	106	venture	venture	NOUN
cblr-3425	699	107	capital	capital	NOUN
cblr-3425	699	108	contracts	contract	NOUN
cblr-3425	699	109	from	from	ADP
cblr-3425	699	110	2004–2015	2004–2015	NUM
cblr-3425	699	111	)	)	PUNCT
cblr-3425	699	112	;	;	PUNCT
cblr-3425	699	113	joseph	joseph	PROPN
cblr-3425	699	114	w.	w.	PROPN
cblr-3425	699	115	bartlett	bartlett	PROPN
cblr-3425	699	116	,	,	PUNCT
cblr-3425	699	117	sea	sea	NOUN
cblr-3425	699	118	change	change	NOUN
cblr-3425	699	119	,	,	PUNCT
cblr-3425	699	120	vc	vc	PROPN
cblr-3425	699	121	experts	expert	NOUN
cblr-3425	699	122	,	,	PUNCT
cblr-3425	699	123	https://www.vcexperts.com/	https://www.vcexperts.com/	NOUN
cblr-3425	699	124	reference	reference	NOUN
cblr-3425	699	125	/	/	SYM
cblr-3425	699	126	buzz/63	buzz/63	NOUN
cblr-3425	700	1	[	[	X
cblr-3425	700	2	https://perma.cc/q539-7v2p	https://perma.cc/q539-7v2p	X
cblr-3425	700	3	]	]	X
cblr-3425	700	4	(	(	PUNCT
cblr-3425	700	5	discussing	discuss	VERB
cblr-3425	700	6	how	how	SCONJ
cblr-3425	700	7	venture	venture	NOUN
cblr-3425	700	8	financing	financing	NOUN
cblr-3425	700	9	terms	term	NOUN
cblr-3425	700	10	became	become	VERB
cblr-3425	700	11	much	much	ADV
cblr-3425	700	12	more	more	ADJ
cblr-3425	700	13	investor	investor	NOUN
cblr-3425	700	14	-	-	PUNCT
cblr-3425	700	15	friendly	friendly	ADJ
cblr-3425	700	16	following	follow	VERB
cblr-3425	700	17	the	the	DET
cblr-3425	700	18	dot	dot	NOUN
cblr-3425	700	19	com	com	NOUN
cblr-3425	700	20	crash	crash	NOUN
cblr-3425	700	21	of	of	ADP
cblr-3425	700	22	2000–2001	2000–2001	NUM
cblr-3425	700	23	)	)	PUNCT
cblr-3425	700	24	.	.	PUNCT
cblr-3425	701	1	226	226	NUM
cblr-3425	701	2	large	large	ADJ
cblr-3425	701	3	law	law	NOUN
cblr-3425	701	4	firms	firm	NOUN
cblr-3425	701	5	currently	currently	ADV
cblr-3425	701	6	use	use	VERB
cblr-3425	701	7	privately	privately	ADV
cblr-3425	701	8	compiled	compile	VERB
cblr-3425	701	9	contract	contract	NOUN
cblr-3425	701	10	data	datum	NOUN
cblr-3425	701	11	to	to	PART
cblr-3425	701	12	help	help	VERB
cblr-3425	701	13	their	their	PRON
cblr-3425	701	14	clients	client	NOUN
cblr-3425	701	15	gain	gain	VERB
cblr-3425	701	16	a	a	DET
cblr-3425	701	17	bargaining	bargaining	NOUN
cblr-3425	701	18	advantage	advantage	NOUN
cblr-3425	701	19	via	via	ADP
cblr-3425	701	20	more	more	ADV
cblr-3425	701	21	accurate	accurate	ADJ
cblr-3425	701	22	term	term	NOUN
cblr-3425	701	23	pricing	pricing	NOUN
cblr-3425	701	24	.	.	PUNCT
cblr-3425	702	1	see	see	VERB
cblr-3425	702	2	de	de	PROPN
cblr-3425	702	3	fontenay	fontenay	NOUN
cblr-3425	702	4	,	,	PUNCT
cblr-3425	702	5	supra	supra	PROPN
cblr-3425	702	6	note	note	NOUN
cblr-3425	702	7	112	112	NUM
cblr-3425	702	8	,	,	PUNCT
cblr-3425	702	9	at	at	ADP
cblr-3425	702	10	396–98	396–98	PROPN
cblr-3425	702	11	.	.	PUNCT
cblr-3425	703	1	law	law	NOUN
cblr-3425	703	2	firms	firm	NOUN
cblr-3425	703	3	only	only	ADV
cblr-3425	703	4	use	use	VERB
cblr-3425	703	5	these	these	DET
cblr-3425	703	6	data	datum	NOUN
cblr-3425	703	7	to	to	PART
cblr-3425	703	8	engage	engage	VERB
cblr-3425	703	9	in	in	ADP
cblr-3425	703	10	relative	relative	ADJ
cblr-3425	703	11	term	term	NOUN
cblr-3425	703	12	pricing	pricing	NOUN
cblr-3425	703	13	,	,	PUNCT
cblr-3425	703	14	however	however	ADV
cblr-3425	703	15	,	,	PUNCT
cblr-3425	703	16	as	as	SCONJ
cblr-3425	703	17	opposed	oppose	VERB
cblr-3425	703	18	to	to	ADP
cblr-3425	703	19	absolute	absolute	ADJ
cblr-3425	703	20	pricing	pricing	NOUN
cblr-3425	703	21	.	.	PUNCT
cblr-3425	704	1	i	i	PRON
cblr-3425	704	2	d.	d.	PROPN
cblr-3425	704	3	at	at	ADP
cblr-3425	704	4	425–26	425–26	PROPN
cblr-3425	704	5	(	(	PUNCT
cblr-3425	704	6	“	"	PUNCT
cblr-3425	704	7	[	[	X
cblr-3425	704	8	t]ransactional	t]ransactional	ADJ
cblr-3425	704	9	lawyers	lawyer	NOUN
cblr-3425	704	10	are	be	AUX
cblr-3425	704	11	likely	likely	ADJ
cblr-3425	704	12	to	to	PART
cblr-3425	704	13	be	be	AUX
cblr-3425	704	14	more	more	ADV
cblr-3425	704	15	accurate	accurate	ADJ
cblr-3425	704	16	at	at	ADP
cblr-3425	704	17	ranking	rank	VERB
cblr-3425	704	18	terms	term	NOUN
cblr-3425	704	19	against	against	ADP
cblr-3425	704	20	one	one	NUM
cblr-3425	704	21	another	another	PRON
cblr-3425	704	22	(	(	PUNCT
cblr-3425	704	23	‘	'	PUNCT
cblr-3425	704	24	term	term	NOUN
cblr-3425	704	25	a	a	PRON
cblr-3425	704	26	should	should	AUX
cblr-3425	704	27	be	be	AUX
cblr-3425	704	28	worth	worth	ADJ
cblr-3425	704	29	more	more	ADJ
cblr-3425	704	30	to	to	ADP
cblr-3425	704	31	you	you	PRON
cblr-3425	704	32	than	than	ADP
cblr-3425	704	33	term	term	NOUN
cblr-3425	704	34	b	b	NOUN
cblr-3425	704	35	’	'	PUNCT
cblr-3425	704	36	)	)	PUNCT
cblr-3425	704	37	than	than	ADP
cblr-3425	704	38	at	at	ADP
cblr-3425	704	39	ascribing	ascribe	VERB
cblr-3425	704	40	a	a	DET
cblr-3425	704	41	specific	specific	ADJ
cblr-3425	704	42	value	value	NOUN
cblr-3425	704	43	to	to	ADP
cblr-3425	704	44	each	each	DET
cblr-3425	704	45	term	term	NOUN
cblr-3425	704	46	(	(	PUNCT
cblr-3425	704	47	‘	'	PUNCT
cblr-3425	704	48	term	term	NOUN
cblr-3425	704	49	a	a	PRON
cblr-3425	704	50	should	should	AUX
cblr-3425	704	51	be	be	AUX
cblr-3425	704	52	worth	worth	ADJ
cblr-3425	704	53	x	x	PUNCT
cblr-3425	704	54	dollars	dollar	NOUN
cblr-3425	704	55	to	to	ADP
cblr-3425	704	56	you	you	PRON
cblr-3425	704	57	’	'	PUNCT
cblr-3425	704	58	)	)	PUNCT
cblr-3425	704	59	.	.	PUNCT
cblr-3425	704	60	”	"	PUNCT
cblr-3425	704	61	)	)	PUNCT
cblr-3425	704	62	.	.	PUNCT
cblr-3425	705	1	predictive	predictive	ADJ
cblr-3425	705	2	contracting	contracting	NOUN
cblr-3425	705	3	can	can	AUX
cblr-3425	705	4	enable	enable	VERB
cblr-3425	705	5	term	term	NOUN
cblr-3425	705	6	pricing	pricing	NOUN
cblr-3425	705	7	that	that	PRON
cblr-3425	705	8	is	be	AUX
cblr-3425	705	9	far	far	ADV
cblr-3425	705	10	closer	close	ADJ
cblr-3425	705	11	to	to	ADP
cblr-3425	705	12	absolute	absolute	ADJ
cblr-3425	705	13	pricing	pricing	NOUN
cblr-3425	705	14	.	.	PUNCT
cblr-3425	706	1	682	682	NUM
cblr-3425	706	2	columbia	columbia	PROPN
cblr-3425	706	3	business	business	NOUN
cblr-3425	706	4	law	law	PROPN
cblr-3425	706	5	review	review	NOUN
cblr-3425	706	6	[	[	X
cblr-3425	706	7	vol	vol	NOUN
cblr-3425	706	8	.	.	PUNCT
cblr-3425	706	9	2019	2019	NUM
cblr-3425	706	10	identify	identify	VERB
cblr-3425	706	11	the	the	DET
cblr-3425	706	12	expected	expect	VERB
cblr-3425	706	13	values	value	NOUN
cblr-3425	706	14	of	of	ADP
cblr-3425	706	15	the	the	DET
cblr-3425	706	16	terms	term	NOUN
cblr-3425	706	17	for	for	ADP
cblr-3425	706	18	each	each	DET
cblr-3425	706	19	party	party	NOUN
cblr-3425	706	20	.	.	PUNCT
cblr-3425	707	1	for	for	ADP
cblr-3425	707	2	example	example	NOUN
cblr-3425	707	3	,	,	PUNCT
cblr-3425	707	4	assume	assume	VERB
cblr-3425	707	5	version	version	NOUN
cblr-3425	707	6	1	1	NUM
cblr-3425	707	7	has	have	VERB
cblr-3425	707	8	an	an	DET
cblr-3425	707	9	expected	expect	VERB
cblr-3425	707	10	value	value	NOUN
cblr-3425	707	11	of	of	ADP
cblr-3425	707	12	$	$	SYM
cblr-3425	707	13	20	20	NUM
cblr-3425	707	14	for	for	ADP
cblr-3425	707	15	party	party	NOUN
cblr-3425	707	16	a	a	PRON
cblr-3425	707	17	and	and	CCONJ
cblr-3425	707	18	$	$	SYM
cblr-3425	707	19	10	10	NUM
cblr-3425	707	20	for	for	ADP
cblr-3425	707	21	party	party	NOUN
cblr-3425	707	22	b	b	PROPN
cblr-3425	707	23	and	and	CCONJ
cblr-3425	707	24	version	version	NOUN
cblr-3425	707	25	2	2	NUM
cblr-3425	707	26	has	have	VERB
cblr-3425	707	27	an	an	DET
cblr-3425	707	28	expected	expect	VERB
cblr-3425	707	29	value	value	NOUN
cblr-3425	707	30	of	of	ADP
cblr-3425	707	31	$	$	SYM
cblr-3425	707	32	10	10	NUM
cblr-3425	707	33	for	for	ADP
cblr-3425	707	34	party	party	NOUN
cblr-3425	707	35	a	a	PRON
cblr-3425	707	36	and	and	CCONJ
cblr-3425	707	37	$	$	SYM
cblr-3425	707	38	30	30	NUM
cblr-3425	707	39	for	for	ADP
cblr-3425	707	40	party	party	NOUN
cblr-3425	707	41	b.	b.	PROPN
cblr-3425	707	42	using	use	VERB
cblr-3425	707	43	this	this	DET
cblr-3425	707	44	information	information	NOUN
cblr-3425	707	45	,	,	PUNCT
cblr-3425	707	46	the	the	DET
cblr-3425	707	47	parties	party	NOUN
cblr-3425	707	48	can	can	AUX
cblr-3425	707	49	see	see	VERB
cblr-3425	707	50	that	that	SCONJ
cblr-3425	707	51	the	the	DET
cblr-3425	707	52	joint	joint	ADJ
cblr-3425	707	53	expected	expect	VERB
cblr-3425	707	54	value	value	NOUN
cblr-3425	707	55	of	of	ADP
cblr-3425	707	56	version	version	NOUN
cblr-3425	707	57	2	2	NUM
cblr-3425	707	58	(	(	PUNCT
cblr-3425	707	59	$	$	SYM
cblr-3425	707	60	40	40	NUM
cblr-3425	707	61	)	)	PUNCT
cblr-3425	707	62	is	be	AUX
cblr-3425	707	63	$	$	SYM
cblr-3425	707	64	10	10	NUM
cblr-3425	707	65	greater	great	ADJ
cblr-3425	707	66	than	than	ADP
cblr-3425	707	67	the	the	DET
cblr-3425	707	68	joint	joint	ADJ
cblr-3425	707	69	expected	expect	VERB
cblr-3425	707	70	value	value	NOUN
cblr-3425	707	71	of	of	ADP
cblr-3425	707	72	version	version	NOUN
cblr-3425	707	73	1	1	NUM
cblr-3425	707	74	(	(	PUNCT
cblr-3425	707	75	$	$	SYM
cblr-3425	707	76	30	30	NUM
cblr-3425	707	77	)	)	PUNCT
cblr-3425	707	78	.	.	PUNCT
cblr-3425	708	1	even	even	ADV
cblr-3425	708	2	if	if	SCONJ
cblr-3425	708	3	party	party	NOUN
cblr-3425	708	4	a	a	PRON
cblr-3425	708	5	has	have	VERB
cblr-3425	708	6	greater	great	ADJ
cblr-3425	708	7	relative	relative	ADJ
cblr-3425	708	8	bargaining	bargaining	NOUN
cblr-3425	708	9	power	power	NOUN
cblr-3425	708	10	,	,	PUNCT
cblr-3425	708	11	party	party	NOUN
cblr-3425	708	12	a	a	PRON
cblr-3425	708	13	is	be	AUX
cblr-3425	708	14	still	still	ADV
cblr-3425	708	15	likely	likely	ADJ
cblr-3425	708	16	to	to	PART
cblr-3425	708	17	agree	agree	VERB
cblr-3425	708	18	to	to	PART
cblr-3425	708	19	use	use	VERB
cblr-3425	708	20	version	version	NOUN
cblr-3425	708	21	2	2	NUM
cblr-3425	708	22	in	in	ADP
cblr-3425	708	23	exchange	exchange	NOUN
cblr-3425	708	24	for	for	ADP
cblr-3425	708	25	a	a	DET
cblr-3425	708	26	more	more	ADV
cblr-3425	708	27	favorable	favorable	ADJ
cblr-3425	708	28	price	price	NOUN
cblr-3425	708	29	term.227	term.227	NUM
cblr-3425	708	30	predictive	predictive	ADJ
cblr-3425	708	31	contracting	contracting	NOUN
cblr-3425	708	32	moves	move	VERB
cblr-3425	708	33	real	real	ADJ
cblr-3425	708	34	world	world	NOUN
cblr-3425	708	35	contracting	contract	VERB
cblr-3425	708	36	closer	close	ADV
cblr-3425	708	37	to	to	ADP
cblr-3425	708	38	the	the	DET
cblr-3425	708	39	full	full	ADJ
cblr-3425	708	40	information	information	NOUN
cblr-3425	708	41	assumption	assumption	NOUN
cblr-3425	708	42	of	of	ADP
cblr-3425	708	43	efficient	efficient	ADJ
cblr-3425	708	44	contracting	contracting	NOUN
cblr-3425	708	45	theory	theory	NOUN
cblr-3425	708	46	,	,	PUNCT
cblr-3425	708	47	thereby	thereby	ADV
cblr-3425	708	48	increasing	increase	VERB
cblr-3425	708	49	the	the	DET
cblr-3425	708	50	likelihood	likelihood	NOUN
cblr-3425	708	51	that	that	SCONJ
cblr-3425	708	52	parties	party	NOUN
cblr-3425	708	53	select	select	VERB
cblr-3425	708	54	the	the	DET
cblr-3425	708	55	set	set	NOUN
cblr-3425	708	56	of	of	ADP
cblr-3425	708	57	contract	contract	NOUN
cblr-3425	708	58	terms	term	NOUN
cblr-3425	708	59	that	that	PRON
cblr-3425	708	60	maximize	maximize	VERB
cblr-3425	708	61	the	the	DET
cblr-3425	708	62	joint	joint	ADJ
cblr-3425	708	63	value	value	NOUN
cblr-3425	708	64	of	of	ADP
cblr-3425	708	65	the	the	DET
cblr-3425	708	66	contract.228	contract.228	PROPN
cblr-3425	708	67	b.	b.	PROPN
cblr-3425	708	68	practical	practical	ADJ
cblr-3425	708	69	implications	implication	NOUN
cblr-3425	708	70	predictive	predictive	ADJ
cblr-3425	708	71	contracting	contracting	NOUN
cblr-3425	708	72	has	have	VERB
cblr-3425	708	73	practical	practical	ADJ
cblr-3425	708	74	implications	implication	NOUN
cblr-3425	708	75	for	for	ADP
cblr-3425	708	76	the	the	DET
cblr-3425	708	77	contracting	contracting	NOUN
cblr-3425	708	78	ecosystem	ecosystem	NOUN
cblr-3425	708	79	,	,	PUNCT
cblr-3425	708	80	particularly	particularly	ADV
cblr-3425	708	81	for	for	ADP
cblr-3425	708	82	the	the	DET
cblr-3425	708	83	transactional	transactional	ADJ
cblr-3425	708	84	lawyers	lawyer	NOUN
cblr-3425	708	85	(	(	PUNCT
cblr-3425	708	86	both	both	CCONJ
cblr-3425	708	87	at	at	ADP
cblr-3425	708	88	law	law	NOUN
cblr-3425	708	89	firms	firm	NOUN
cblr-3425	708	90	and	and	CCONJ
cblr-3425	708	91	in	in	ADP
cblr-3425	708	92	-	-	PUNCT
cblr-3425	708	93	house	house	NOUN
cblr-3425	708	94	)	)	PUNCT
cblr-3425	708	95	who	who	PRON
cblr-3425	708	96	frequently	frequently	ADV
cblr-3425	708	97	serve	serve	VERB
cblr-3425	708	98	as	as	ADP
cblr-3425	708	99	the	the	DET
cblr-3425	708	100	primary	primary	ADJ
cblr-3425	708	101	drafters	drafter	NOUN
cblr-3425	708	102	of	of	ADP
cblr-3425	708	103	business	business	NOUN
cblr-3425	708	104	contracts	contract	NOUN
cblr-3425	708	105	.	.	PUNCT
cblr-3425	709	1	technological	technological	ADJ
cblr-3425	709	2	innovation	innovation	NOUN
cblr-3425	709	3	in	in	ADP
cblr-3425	709	4	the	the	DET
cblr-3425	709	5	legal	legal	ADJ
cblr-3425	709	6	industry	industry	NOUN
cblr-3425	709	7	has	have	AUX
cblr-3425	709	8	frequently	frequently	ADV
cblr-3425	709	9	been	be	AUX
cblr-3425	709	10	characterized	characterize	VERB
cblr-3425	709	11	as	as	ADP
cblr-3425	709	12	an	an	DET
cblr-3425	709	13	existential	existential	ADJ
cblr-3425	709	14	threat	threat	NOUN
cblr-3425	709	15	to	to	ADP
cblr-3425	709	16	lawyers.229	lawyers.229	PROPN
cblr-3425	709	17	this	this	PRON
cblr-3425	709	18	is	be	AUX
cblr-3425	709	19	a	a	DET
cblr-3425	709	20	familiar	familiar	ADJ
cblr-3425	709	21	narrative	narrative	NOUN
cblr-3425	709	22	in	in	ADP
cblr-3425	709	23	a	a	DET
cblr-3425	709	24	world	world	NOUN
cblr-3425	709	25	in	in	ADP
cblr-3425	709	26	which	which	PRON
cblr-3425	709	27	jobs	job	NOUN
cblr-3425	709	28	long	long	ADV
cblr-3425	709	29	done	do	VERB
cblr-3425	709	30	by	by	ADP
cblr-3425	709	31	humans	human	NOUN
cblr-3425	709	32	are	be	AUX
cblr-3425	709	33	being	be	AUX
cblr-3425	709	34	automated	automate	VERB
cblr-3425	709	35	at	at	ADP
cblr-3425	709	36	a	a	DET
cblr-3425	709	37	rapid	rapid	ADJ
cblr-3425	709	38	pace.230	pace.230	NOUN
cblr-3425	709	39	yet	yet	ADV
cblr-3425	709	40	,	,	PUNCT
cblr-3425	709	41	despite	despite	SCONJ
cblr-3425	709	42	proposing	propose	VERB
cblr-3425	709	43	to	to	PART
cblr-3425	709	44	automate	automate	VERB
cblr-3425	709	45	many	many	ADJ
cblr-3425	709	46	tasks	task	NOUN
cblr-3425	709	47	traditionally	traditionally	ADV
cblr-3425	709	48	performed	perform	VERB
cblr-3425	709	49	by	by	ADP
cblr-3425	709	50	transactional	transactional	ADJ
cblr-3425	709	51	lawyers	lawyer	NOUN
cblr-3425	709	52	,	,	PUNCT
cblr-3425	709	53	predictive	predictive	ADJ
cblr-3425	709	54	contracting	contracting	NOUN
cblr-3425	709	55	will	will	AUX
cblr-3425	709	56	not	not	PART
cblr-3425	709	57	make	make	VERB
cblr-3425	709	58	transactional	transactional	ADJ
cblr-3425	709	59	lawyers	lawyer	NOUN
cblr-3425	709	60	obsolete	obsolete	ADJ
cblr-3425	709	61	.	.	PUNCT
cblr-3425	710	1	to	to	ADP
cblr-3425	710	2	the	the	DET
cblr-3425	710	3	contrary	contrary	NOUN
cblr-3425	710	4	,	,	PUNCT
cblr-3425	710	5	predictive	predictive	ADJ
cblr-3425	710	6	227	227	NUM
cblr-3425	710	7	this	this	DET
cblr-3425	710	8	example	example	NOUN
cblr-3425	710	9	is	be	AUX
cblr-3425	710	10	a	a	DET
cblr-3425	710	11	contractual	contractual	ADJ
cblr-3425	710	12	application	application	NOUN
cblr-3425	710	13	of	of	ADP
cblr-3425	710	14	the	the	DET
cblr-3425	710	15	coase	coase	PROPN
cblr-3425	710	16	theorem	theorem	PROPN
cblr-3425	710	17	.	.	PUNCT
cblr-3425	711	1	see	see	VERB
cblr-3425	711	2	supra	supra	PROPN
cblr-3425	711	3	note	note	PROPN
cblr-3425	711	4	17	17	NUM
cblr-3425	711	5	.	.	PUNCT
cblr-3425	712	1	228	228	NUM
cblr-3425	713	1	this	this	PRON
cblr-3425	713	2	assumes	assume	VERB
cblr-3425	713	3	that	that	SCONJ
cblr-3425	713	4	both	both	DET
cblr-3425	713	5	parties	party	NOUN
cblr-3425	713	6	have	have	VERB
cblr-3425	713	7	access	access	NOUN
cblr-3425	713	8	to	to	ADP
cblr-3425	713	9	predictive	predictive	ADJ
cblr-3425	713	10	contracting	contracting	NOUN
cblr-3425	713	11	systems	system	NOUN
cblr-3425	713	12	.	.	PUNCT
cblr-3425	714	1	for	for	ADP
cblr-3425	714	2	a	a	DET
cblr-3425	714	3	discussion	discussion	NOUN
cblr-3425	714	4	of	of	ADP
cblr-3425	714	5	the	the	DET
cblr-3425	714	6	risks	risk	NOUN
cblr-3425	714	7	that	that	PRON
cblr-3425	714	8	arise	arise	VERB
cblr-3425	714	9	when	when	SCONJ
cblr-3425	714	10	only	only	ADV
cblr-3425	714	11	one	one	NUM
cblr-3425	714	12	party	party	NOUN
cblr-3425	714	13	has	have	VERB
cblr-3425	714	14	access	access	NOUN
cblr-3425	714	15	to	to	ADP
cblr-3425	714	16	predictive	predictive	ADJ
cblr-3425	714	17	contracting	contracting	NOUN
cblr-3425	714	18	,	,	PUNCT
cblr-3425	714	19	see	see	VERB
cblr-3425	714	20	infra	infra	NOUN
cblr-3425	714	21	section	section	NOUN
cblr-3425	714	22	iii.c.4	iii.c.4	NOUN
cblr-3425	714	23	.	.	PUNCT
cblr-3425	715	1	229	229	NUM
cblr-3425	715	2	see	see	VERB
cblr-3425	715	3	richard	richard	PROPN
cblr-3425	715	4	susskind	susskind	PROPN
cblr-3425	715	5	,	,	PUNCT
cblr-3425	715	6	the	the	DET
cblr-3425	715	7	end	end	NOUN
cblr-3425	715	8	of	of	ADP
cblr-3425	715	9	lawyers	lawyer	NOUN
cblr-3425	715	10	?	?	PUNCT
cblr-3425	716	1	rethinking	rethink	VERB
cblr-3425	716	2	the	the	DET
cblr-3425	716	3	nature	nature	NOUN
cblr-3425	716	4	of	of	ADP
cblr-3425	716	5	legal	legal	ADJ
cblr-3425	716	6	services	service	NOUN
cblr-3425	716	7	99–146	99–146	PROPN
cblr-3425	716	8	(	(	PUNCT
cblr-3425	716	9	2010	2010	NUM
cblr-3425	716	10	)	)	PUNCT
cblr-3425	716	11	;	;	PUNCT
cblr-3425	717	1	richard	richard	NOUN
cblr-3425	717	2	susskind	susskind	PROPN
cblr-3425	717	3	,	,	PUNCT
cblr-3425	717	4	tomorrow	tomorrow	NOUN
cblr-3425	717	5	’s	’s	PART
cblr-3425	717	6	lawyers	lawyer	NOUN
cblr-3425	717	7	:	:	PUNCT
cblr-3425	717	8	an	an	DET
cblr-3425	717	9	introduction	introduction	NOUN
cblr-3425	717	10	to	to	ADP
cblr-3425	717	11	your	your	PRON
cblr-3425	717	12	future	future	ADJ
cblr-3425	717	13	43–58	43–58	NOUN
cblr-3425	717	14	(	(	PUNCT
cblr-3425	717	15	2d	2d	NUM
cblr-3425	717	16	ed	ed	NOUN
cblr-3425	717	17	.	.	PROPN
cblr-3425	717	18	2017	2017	NUM
cblr-3425	717	19	)	)	PUNCT
cblr-3425	717	20	.	.	PUNCT
cblr-3425	718	1	230	230	NUM
cblr-3425	718	2	see	see	VERB
cblr-3425	718	3	generally	generally	ADV
cblr-3425	718	4	natalie	natalie	PROPN
cblr-3425	718	5	kitroeff	kitroeff	PROPN
cblr-3425	718	6	,	,	PUNCT
cblr-3425	718	7	robots	robot	NOUN
cblr-3425	718	8	could	could	AUX
cblr-3425	718	9	replace	replace	VERB
cblr-3425	718	10	1.7	1.7	NUM
cblr-3425	718	11	million	million	NUM
cblr-3425	718	12	american	american	ADJ
cblr-3425	718	13	truckers	trucker	NOUN
cblr-3425	718	14	in	in	ADP
cblr-3425	718	15	the	the	DET
cblr-3425	718	16	next	next	ADJ
cblr-3425	718	17	decade	decade	NOUN
cblr-3425	718	18	,	,	PUNCT
cblr-3425	718	19	l.a	l.a	PROPN
cblr-3425	718	20	.	.	PROPN
cblr-3425	718	21	times	times	PROPN
cblr-3425	718	22	(	(	PUNCT
cblr-3425	718	23	sep	sep	PROPN
cblr-3425	718	24	.	.	PROPN
cblr-3425	718	25	25	25	NUM
cblr-3425	718	26	,	,	PUNCT
cblr-3425	718	27	2016	2016	NUM
cblr-3425	718	28	)	)	PUNCT
cblr-3425	718	29	,	,	PUNCT
cblr-3425	718	30	http://www.latimes.com/projects/la-fi-automated-trucks-labor-20160924	http://www.latimes.com/projects/la-fi-automated-trucks-labor-20160924	PROPN
cblr-3425	718	31	[	[	X
cblr-3425	718	32	https://perma.cc/wll5-nh9r	https://perma.cc/wll5-nh9r	NOUN
cblr-3425	718	33	]	]	PUNCT
cblr-3425	718	34	.	.	PUNCT
cblr-3425	719	1	no	no	INTJ
cblr-3425	719	2	.	.	NOUN
cblr-3425	719	3	2:621	2:621	NUM
cblr-3425	719	4	]	]	X
cblr-3425	719	5	predictive	predictive	ADJ
cblr-3425	719	6	contracting	contract	VERB
cblr-3425	719	7	683	683	NUM
cblr-3425	719	8	contracting	contracting	NOUN
cblr-3425	719	9	has	have	VERB
cblr-3425	719	10	the	the	DET
cblr-3425	719	11	potential	potential	NOUN
cblr-3425	719	12	to	to	PART
cblr-3425	719	13	make	make	VERB
cblr-3425	719	14	transactional	transactional	ADJ
cblr-3425	719	15	lawyers	lawyer	NOUN
cblr-3425	719	16	more	more	ADV
cblr-3425	719	17	valuable	valuable	ADJ
cblr-3425	719	18	than	than	ADP
cblr-3425	719	19	ever	ever	ADV
cblr-3425	719	20	before	before	ADV
cblr-3425	719	21	by	by	ADP
cblr-3425	719	22	providing	provide	VERB
cblr-3425	719	23	them	they	PRON
cblr-3425	719	24	with	with	ADP
cblr-3425	719	25	access	access	NOUN
cblr-3425	719	26	to	to	ADP
cblr-3425	719	27	previously	previously	ADV
cblr-3425	719	28	unavailable	unavailable	ADJ
cblr-3425	719	29	information	information	NOUN
cblr-3425	719	30	on	on	ADP
cblr-3425	719	31	the	the	DET
cblr-3425	719	32	statistical	statistical	ADJ
cblr-3425	719	33	connections	connection	NOUN
cblr-3425	719	34	between	between	ADP
cblr-3425	719	35	contract	contract	NOUN
cblr-3425	719	36	terms	term	NOUN
cblr-3425	719	37	and	and	CCONJ
cblr-3425	719	38	outcomes	outcome	NOUN
cblr-3425	719	39	.	.	PUNCT
cblr-3425	720	1	this	this	DET
cblr-3425	720	2	newly	newly	ADV
cblr-3425	720	3	available	available	ADJ
cblr-3425	720	4	information	information	NOUN
cblr-3425	720	5	will	will	AUX
cblr-3425	720	6	likely	likely	ADV
cblr-3425	720	7	significantly	significantly	ADV
cblr-3425	720	8	change	change	VERB
cblr-3425	720	9	the	the	DET
cblr-3425	720	10	role	role	NOUN
cblr-3425	720	11	of	of	ADP
cblr-3425	720	12	transactional	transactional	ADJ
cblr-3425	720	13	lawyers	lawyer	NOUN
cblr-3425	720	14	.	.	PUNCT
cblr-3425	721	1	in	in	ADP
cblr-3425	721	2	his	his	PRON
cblr-3425	721	3	pivotal	pivotal	ADJ
cblr-3425	721	4	article	article	NOUN
cblr-3425	721	5	in	in	ADP
cblr-3425	721	6	1984	1984	NUM
cblr-3425	721	7	,	,	PUNCT
cblr-3425	721	8	ronald	ronald	PROPN
cblr-3425	721	9	gilson	gilson	PROPN
cblr-3425	721	10	characterized	characterize	VERB
cblr-3425	721	11	transactional	transactional	ADJ
cblr-3425	721	12	lawyers	lawyer	NOUN
cblr-3425	721	13	as	as	ADP
cblr-3425	721	14	“	"	PUNCT
cblr-3425	721	15	transaction	transaction	NOUN
cblr-3425	721	16	cost	cost	NOUN
cblr-3425	721	17	engineers	engineer	NOUN
cblr-3425	721	18	.	.	PUNCT
cblr-3425	721	19	”231	”231	PUNCT
cblr-3425	721	20	according	accord	VERB
cblr-3425	721	21	to	to	ADP
cblr-3425	721	22	gilson	gilson	PROPN
cblr-3425	721	23	,	,	PUNCT
cblr-3425	721	24	transactional	transactional	ADJ
cblr-3425	721	25	lawyers	lawyer	NOUN
cblr-3425	721	26	add	add	VERB
cblr-3425	721	27	value	value	NOUN
cblr-3425	721	28	to	to	ADP
cblr-3425	721	29	a	a	DET
cblr-3425	721	30	transaction	transaction	NOUN
cblr-3425	721	31	by	by	ADP
cblr-3425	721	32	reducing	reduce	VERB
cblr-3425	721	33	the	the	DET
cblr-3425	721	34	costs	cost	NOUN
cblr-3425	721	35	associated	associate	VERB
cblr-3425	721	36	with	with	ADP
cblr-3425	721	37	that	that	DET
cblr-3425	721	38	transaction	transaction	NOUN
cblr-3425	721	39	by	by	ADP
cblr-3425	721	40	more	more	ADJ
cblr-3425	721	41	than	than	ADP
cblr-3425	721	42	the	the	DET
cblr-3425	721	43	fee	fee	NOUN
cblr-3425	722	1	they	they	PRON
cblr-3425	722	2	charge.232	charge.232	PROPN
cblr-3425	722	3	lawyers	lawyer	NOUN
cblr-3425	722	4	accomplish	accomplish	VERB
cblr-3425	722	5	this	this	DET
cblr-3425	722	6	goal	goal	NOUN
cblr-3425	722	7	through	through	ADP
cblr-3425	722	8	the	the	DET
cblr-3425	722	9	use	use	NOUN
cblr-3425	722	10	of	of	ADP
cblr-3425	722	11	contract	contract	NOUN
cblr-3425	722	12	mechanisms	mechanism	NOUN
cblr-3425	722	13	,	,	PUNCT
cblr-3425	722	14	such	such	ADJ
cblr-3425	722	15	as	as	ADP
cblr-3425	722	16	representations	representation	NOUN
cblr-3425	722	17	,	,	PUNCT
cblr-3425	722	18	warranties	warranty	NOUN
cblr-3425	722	19	,	,	PUNCT
cblr-3425	722	20	and	and	CCONJ
cblr-3425	722	21	indemnification	indemnification	NOUN
cblr-3425	722	22	provisions.233	provisions.233	PROPN
cblr-3425	722	23	since	since	SCONJ
cblr-3425	722	24	gilson	gilson	PROPN
cblr-3425	722	25	’s	’s	PART
cblr-3425	722	26	pioneering	pioneer	VERB
cblr-3425	722	27	work	work	NOUN
cblr-3425	722	28	,	,	PUNCT
cblr-3425	722	29	legal	legal	ADJ
cblr-3425	722	30	commentators	commentator	NOUN
cblr-3425	722	31	have	have	AUX
cblr-3425	722	32	proposed	propose	VERB
cblr-3425	722	33	additional	additional	ADJ
cblr-3425	722	34	roles	role	NOUN
cblr-3425	722	35	for	for	ADP
cblr-3425	722	36	transactional	transactional	ADJ
cblr-3425	722	37	lawyers	lawyer	NOUN
cblr-3425	722	38	including	include	VERB
cblr-3425	722	39	reputational	reputational	ADJ
cblr-3425	722	40	intermediaries,234	intermediaries,234	ADJ
cblr-3425	722	41	regulatory	regulatory	ADJ
cblr-3425	722	42	compliance	compliance	NOUN
cblr-3425	722	43	experts,235	experts,235	NOUN
cblr-3425	722	44	and	and	CCONJ
cblr-3425	722	45	enterprise	enterprise	NOUN
cblr-3425	722	46	architects.236	architects.236	VERB
cblr-3425	722	47	more	more	ADV
cblr-3425	722	48	recently	recently	ADV
cblr-3425	722	49	,	,	PUNCT
cblr-3425	722	50	elizabeth	elizabeth	PROPN
cblr-3425	722	51	de	de	PROPN
cblr-3425	722	52	fontenay	fontenay	PROPN
cblr-3425	722	53	has	have	AUX
cblr-3425	722	54	noted	note	VERB
cblr-3425	722	55	that	that	SCONJ
cblr-3425	722	56	transactional	transactional	ADJ
cblr-3425	722	57	lawyers	lawyer	NOUN
cblr-3425	722	58	at	at	ADP
cblr-3425	722	59	large	large	ADJ
cblr-3425	722	60	law	law	NOUN
cblr-3425	722	61	firms	firm	NOUN
cblr-3425	722	62	add	add	VERB
cblr-3425	722	63	value	value	NOUN
cblr-3425	722	64	by	by	ADP
cblr-3425	722	65	collecting	collect	VERB
cblr-3425	722	66	data	datum	NOUN
cblr-3425	722	67	on	on	ADP
cblr-3425	722	68	private	private	ADJ
cblr-3425	722	69	deal	deal	NOUN
cblr-3425	722	70	terms	term	NOUN
cblr-3425	722	71	that	that	SCONJ
cblr-3425	722	72	they	they	PRON
cblr-3425	722	73	use	use	VERB
cblr-3425	722	74	to	to	PART
cblr-3425	722	75	provide	provide	VERB
cblr-3425	722	76	market	market	NOUN
cblr-3425	722	77	insights	insight	NOUN
cblr-3425	722	78	to	to	ADP
cblr-3425	722	79	their	their	PRON
cblr-3425	722	80	clients.237	clients.237	ADJ
cblr-3425	722	81	predictive	predictive	ADJ
cblr-3425	722	82	contracting	contracting	NOUN
cblr-3425	722	83	will	will	AUX
cblr-3425	722	84	enable	enable	VERB
cblr-3425	722	85	two	two	NUM
cblr-3425	722	86	additional	additional	ADJ
cblr-3425	722	87	roles	role	NOUN
cblr-3425	722	88	for	for	ADP
cblr-3425	722	89	transactional	transactional	ADJ
cblr-3425	722	90	lawyers	lawyer	NOUN
cblr-3425	722	91	to	to	PART
cblr-3425	722	92	complement	complement	VERB
cblr-3425	722	93	those	those	PRON
cblr-3425	722	94	discussed	discuss	VERB
cblr-3425	722	95	above	above	ADV
cblr-3425	722	96	.	.	PUNCT
cblr-3425	723	1	231	231	NUM
cblr-3425	723	2	ronald	ronald	PROPN
cblr-3425	723	3	j.	j.	PROPN
cblr-3425	723	4	gilson	gilson	PROPN
cblr-3425	723	5	,	,	PUNCT
cblr-3425	723	6	value	value	NOUN
cblr-3425	723	7	creation	creation	NOUN
cblr-3425	723	8	by	by	ADP
cblr-3425	723	9	business	business	NOUN
cblr-3425	723	10	lawyers	lawyer	NOUN
cblr-3425	723	11	:	:	PUNCT
cblr-3425	723	12	legal	legal	ADJ
cblr-3425	723	13	skills	skill	NOUN
cblr-3425	723	14	and	and	CCONJ
cblr-3425	723	15	asset	asset	NOUN
cblr-3425	723	16	pricing	pricing	NOUN
cblr-3425	723	17	,	,	PUNCT
cblr-3425	723	18	94	94	NUM
cblr-3425	723	19	yale	yale	PROPN
cblr-3425	723	20	l.j	l.j	PROPN
cblr-3425	723	21	.	.	PROPN
cblr-3425	723	22	239	239	NUM
cblr-3425	723	23	,	,	PUNCT
cblr-3425	723	24	255	255	NUM
cblr-3425	723	25	(	(	PUNCT
cblr-3425	723	26	1984	1984	NUM
cblr-3425	723	27	)	)	PUNCT
cblr-3425	723	28	;	;	PUNCT
cblr-3425	723	29	see	see	VERB
cblr-3425	723	30	also	also	ADV
cblr-3425	723	31	lisa	lisa	PROPN
cblr-3425	723	32	bernstein	bernstein	PROPN
cblr-3425	723	33	,	,	PUNCT
cblr-3425	723	34	the	the	DET
cblr-3425	723	35	silicon	silicon	NOUN
cblr-3425	723	36	valley	valley	NOUN
cblr-3425	723	37	lawyer	lawyer	NOUN
cblr-3425	723	38	as	as	ADP
cblr-3425	723	39	transaction	transaction	NOUN
cblr-3425	723	40	cost	cost	NOUN
cblr-3425	723	41	engineer	engineer	NOUN
cblr-3425	723	42	?	?	PUNCT
cblr-3425	723	43	,	,	PUNCT
cblr-3425	723	44	74	74	NUM
cblr-3425	723	45	or	or	CCONJ
cblr-3425	723	46	.	.	PUNCT
cblr-3425	724	1	l.	l.	PROPN
cblr-3425	724	2	rev	rev	PROPN
cblr-3425	724	3	.	.	PROPN
cblr-3425	724	4	239	239	NUM
cblr-3425	724	5	,	,	PUNCT
cblr-3425	724	6	251–52	251–52	NUM
cblr-3425	724	7	(	(	PUNCT
cblr-3425	724	8	1995	1995	NUM
cblr-3425	724	9	)	)	PUNCT
cblr-3425	724	10	;	;	PUNCT
cblr-3425	724	11	ronald	ronald	PROPN
cblr-3425	724	12	j.	j.	PROPN
cblr-3425	724	13	gilson	gilson	PROPN
cblr-3425	724	14	&	&	CCONJ
cblr-3425	724	15	robert	robert	PROPN
cblr-3425	724	16	h.	h.	PROPN
cblr-3425	724	17	mnookin	mnookin	PROPN
cblr-3425	724	18	,	,	PUNCT
cblr-3425	724	19	foreword	foreword	NOUN
cblr-3425	724	20	:	:	PUNCT
cblr-3425	724	21	business	business	NOUN
cblr-3425	724	22	lawyers	lawyer	NOUN
cblr-3425	724	23	and	and	CCONJ
cblr-3425	724	24	value	value	VERB
cblr-3425	724	25	creation	creation	NOUN
cblr-3425	724	26	for	for	ADP
cblr-3425	724	27	clients	client	NOUN
cblr-3425	724	28	,	,	PUNCT
cblr-3425	724	29	74	74	NUM
cblr-3425	724	30	or	or	CCONJ
cblr-3425	724	31	.	.	PUNCT
cblr-3425	725	1	l.	l.	PROPN
cblr-3425	725	2	rev	rev	PROPN
cblr-3425	725	3	.	.	PROPN
cblr-3425	725	4	1	1	NUM
cblr-3425	725	5	,	,	PUNCT
cblr-3425	725	6	2	2	NUM
cblr-3425	725	7	(	(	PUNCT
cblr-3425	725	8	1995	1995	NUM
cblr-3425	725	9	)	)	PUNCT
cblr-3425	725	10	.	.	PUNCT
cblr-3425	726	1	232	232	NUM
cblr-3425	726	2	see	see	VERB
cblr-3425	726	3	gilson	gilson	PROPN
cblr-3425	726	4	,	,	PUNCT
cblr-3425	726	5	supra	supra	PROPN
cblr-3425	726	6	note	note	PROPN
cblr-3425	726	7	231	231	NUM
cblr-3425	726	8	,	,	PUNCT
cblr-3425	726	9	at	at	ADP
cblr-3425	726	10	255	255	NUM
cblr-3425	726	11	.	.	PUNCT
cblr-3425	726	12	233	233	NUM
cblr-3425	726	13	see	see	VERB
cblr-3425	726	14	generally	generally	ADV
cblr-3425	726	15	i	i	PRON
cblr-3425	726	16	d.	d.	PROPN
cblr-3425	726	17	at	at	ADP
cblr-3425	726	18	256–93	256–93	PROPN
cblr-3425	726	19	.	.	PUNCT
cblr-3425	727	1	234	234	NUM
cblr-3425	727	2	see	see	VERB
cblr-3425	727	3	reinier	reinier	PROPN
cblr-3425	727	4	h.	h.	PROPN
cblr-3425	727	5	kraakman	kraakman	PROPN
cblr-3425	727	6	,	,	PUNCT
cblr-3425	727	7	gatekeepers	gatekeeper	NOUN
cblr-3425	727	8	:	:	PUNCT
cblr-3425	727	9	the	the	DET
cblr-3425	727	10	anatomy	anatomy	NOUN
cblr-3425	727	11	of	of	ADP
cblr-3425	727	12	a	a	DET
cblr-3425	727	13	thirdparty	thirdparty	NOUN
cblr-3425	727	14	enforcement	enforcement	NOUN
cblr-3425	727	15	strategy	strategy	NOUN
cblr-3425	727	16	,	,	PUNCT
cblr-3425	727	17	2	2	NUM
cblr-3425	727	18	j.l	j.l	PROPN
cblr-3425	727	19	.	.	PROPN
cblr-3425	727	20	,	,	PUNCT
cblr-3425	727	21	econ	econ	PROPN
cblr-3425	727	22	.	.	PROPN
cblr-3425	727	23	,	,	PUNCT
cblr-3425	727	24	&	&	CCONJ
cblr-3425	727	25	org	org	PROPN
cblr-3425	727	26	.	.	PROPN
cblr-3425	728	1	53	53	NUM
cblr-3425	728	2	,	,	PUNCT
cblr-3425	728	3	94	94	NUM
cblr-3425	728	4	(	(	PUNCT
cblr-3425	728	5	1986	1986	NUM
cblr-3425	728	6	)	)	PUNCT
cblr-3425	728	7	;	;	PUNCT
cblr-3425	729	1	karl	karl	PROPN
cblr-3425	729	2	s.	s.	PROPN
cblr-3425	729	3	okamoto	okamoto	PROPN
cblr-3425	729	4	,	,	PUNCT
cblr-3425	729	5	reputation	reputation	NOUN
cblr-3425	729	6	and	and	CCONJ
cblr-3425	729	7	the	the	DET
cblr-3425	729	8	value	value	NOUN
cblr-3425	729	9	of	of	ADP
cblr-3425	729	10	lawyers	lawyer	NOUN
cblr-3425	729	11	,	,	PUNCT
cblr-3425	729	12	74	74	NUM
cblr-3425	729	13	or	or	CCONJ
cblr-3425	729	14	.	.	PUNCT
cblr-3425	730	1	l.	l.	PROPN
cblr-3425	730	2	rev	rev	PROPN
cblr-3425	730	3	.	.	PROPN
cblr-3425	730	4	15	15	NUM
cblr-3425	730	5	,	,	PUNCT
cblr-3425	730	6	18–19	18–19	NUM
cblr-3425	730	7	(	(	PUNCT
cblr-3425	730	8	1995	1995	NUM
cblr-3425	730	9	)	)	PUNCT
cblr-3425	730	10	;	;	PUNCT
cblr-3425	730	11	larry	larry	PROPN
cblr-3425	730	12	e.	e.	PROPN
cblr-3425	730	13	ribstein	ribstein	PROPN
cblr-3425	730	14	,	,	PUNCT
cblr-3425	730	15	ethical	ethical	ADJ
cblr-3425	730	16	rules	rule	NOUN
cblr-3425	730	17	,	,	PUNCT
cblr-3425	730	18	agency	agency	NOUN
cblr-3425	730	19	costs	cost	NOUN
cblr-3425	730	20	,	,	PUNCT
cblr-3425	730	21	and	and	CCONJ
cblr-3425	730	22	law	law	NOUN
cblr-3425	730	23	firm	firm	NOUN
cblr-3425	730	24	structure	structure	NOUN
cblr-3425	730	25	,	,	PUNCT
cblr-3425	730	26	84	84	NUM
cblr-3425	730	27	va	va	NOUN
cblr-3425	730	28	.	.	PUNCT
cblr-3425	731	1	l.	l.	PROPN
cblr-3425	731	2	rev	rev	PROPN
cblr-3425	731	3	.	.	PROPN
cblr-3425	731	4	1707	1707	NUM
cblr-3425	731	5	,	,	PUNCT
cblr-3425	731	6	1739–40	1739–40	NUM
cblr-3425	731	7	(	(	PUNCT
cblr-3425	731	8	1998	1998	NUM
cblr-3425	731	9	)	)	PUNCT
cblr-3425	731	10	.	.	PUNCT
cblr-3425	732	1	235	235	NUM
cblr-3425	732	2	see	see	VERB
cblr-3425	732	3	steven	steven	PROPN
cblr-3425	732	4	l.	l.	PROPN
cblr-3425	732	5	schwarcz	schwarcz	PROPN
cblr-3425	732	6	,	,	PUNCT
cblr-3425	732	7	explaining	explain	VERB
cblr-3425	732	8	the	the	DET
cblr-3425	732	9	value	value	NOUN
cblr-3425	732	10	of	of	ADP
cblr-3425	732	11	transactional	transactional	ADJ
cblr-3425	732	12	lawyering	lawyering	NOUN
cblr-3425	732	13	,	,	PUNCT
cblr-3425	732	14	12	12	NUM
cblr-3425	732	15	stan	stan	NOUN
cblr-3425	732	16	.	.	PUNCT
cblr-3425	733	1	j.l	j.l	PROPN
cblr-3425	733	2	.	.	PROPN
cblr-3425	733	3	,	,	PUNCT
cblr-3425	733	4	bus	bus	PROPN
cblr-3425	733	5	.	.	PUNCT
cblr-3425	733	6	&	&	CCONJ
cblr-3425	733	7	fin	fin	PROPN
cblr-3425	733	8	.	.	PUNCT
cblr-3425	734	1	486	486	NUM
cblr-3425	734	2	,	,	PUNCT
cblr-3425	734	3	500	500	NUM
cblr-3425	734	4	(	(	PUNCT
cblr-3425	734	5	2007	2007	NUM
cblr-3425	734	6	)	)	PUNCT
cblr-3425	734	7	.	.	PUNCT
cblr-3425	735	1	236	236	NUM
cblr-3425	735	2	see	see	VERB
cblr-3425	735	3	george	george	PROPN
cblr-3425	735	4	w.	w.	PROPN
cblr-3425	735	5	dent	dent	PROPN
cblr-3425	735	6	,	,	PUNCT
cblr-3425	735	7	jr	jr	PROPN
cblr-3425	735	8	.	.	PROPN
cblr-3425	735	9	,	,	PUNCT
cblr-3425	735	10	business	business	NOUN
cblr-3425	735	11	lawyers	lawyer	NOUN
cblr-3425	735	12	as	as	ADP
cblr-3425	735	13	enterprise	enterprise	NOUN
cblr-3425	735	14	architects	architect	NOUN
cblr-3425	735	15	,	,	PUNCT
cblr-3425	735	16	64	64	NUM
cblr-3425	735	17	bus	bus	NOUN
cblr-3425	735	18	.	.	PUNCT
cblr-3425	736	1	law	law	NOUN
cblr-3425	736	2	.	.	PUNCT
cblr-3425	737	1	279	279	NUM
cblr-3425	737	2	,	,	PUNCT
cblr-3425	737	3	317	317	NUM
cblr-3425	737	4	(	(	PUNCT
cblr-3425	737	5	2009	2009	NUM
cblr-3425	737	6	)	)	PUNCT
cblr-3425	737	7	.	.	PUNCT
cblr-3425	738	1	237	237	NUM
cblr-3425	738	2	see	see	VERB
cblr-3425	738	3	de	de	ADP
cblr-3425	738	4	fontenay	fontenay	NOUN
cblr-3425	738	5	,	,	PUNCT
cblr-3425	738	6	supra	supra	PROPN
cblr-3425	738	7	note	note	NOUN
cblr-3425	738	8	112	112	NUM
cblr-3425	738	9	,	,	PUNCT
cblr-3425	738	10	at	at	ADP
cblr-3425	738	11	395–98	395–98	NUM
cblr-3425	738	12	.	.	PUNCT
cblr-3425	739	1	684	684	NUM
cblr-3425	739	2	columbia	columbia	PROPN
cblr-3425	739	3	business	business	NOUN
cblr-3425	739	4	law	law	PROPN
cblr-3425	739	5	review	review	NOUN
cblr-3425	739	6	[	[	X
cblr-3425	739	7	vol	vol	NOUN
cblr-3425	739	8	.	.	NOUN
cblr-3425	739	9	2019	2019	NUM
cblr-3425	739	10	the	the	DET
cblr-3425	739	11	first	first	ADJ
cblr-3425	739	12	new	new	ADJ
cblr-3425	739	13	role	role	NOUN
cblr-3425	739	14	is	be	AUX
cblr-3425	739	15	outcome	outcome	NOUN
cblr-3425	739	16	engineer	engineer	NOUN
cblr-3425	739	17	.	.	PUNCT
cblr-3425	740	1	similar	similar	ADJ
cblr-3425	740	2	to	to	ADP
cblr-3425	740	3	gilson	gilson	PROPN
cblr-3425	740	4	’s	’s	PART
cblr-3425	740	5	transaction	transaction	NOUN
cblr-3425	740	6	cost	cost	NOUN
cblr-3425	740	7	engineers	engineer	NOUN
cblr-3425	740	8	who	who	PRON
cblr-3425	740	9	use	use	VERB
cblr-3425	740	10	contractual	contractual	ADJ
cblr-3425	740	11	mechanisms	mechanism	NOUN
cblr-3425	740	12	to	to	PART
cblr-3425	740	13	reduce	reduce	VERB
cblr-3425	740	14	transaction	transaction	NOUN
cblr-3425	740	15	costs	cost	NOUN
cblr-3425	740	16	,	,	PUNCT
cblr-3425	740	17	outcome	outcome	NOUN
cblr-3425	740	18	engineers	engineer	NOUN
cblr-3425	740	19	will	will	AUX
cblr-3425	740	20	use	use	VERB
cblr-3425	740	21	predictive	predictive	ADJ
cblr-3425	740	22	contracting	contracting	NOUN
cblr-3425	740	23	to	to	PART
cblr-3425	740	24	help	help	VERB
cblr-3425	740	25	clients	client	NOUN
cblr-3425	740	26	achieve	achieve	VERB
cblr-3425	740	27	their	their	PRON
cblr-3425	740	28	desired	desire	VERB
cblr-3425	740	29	outcomes	outcome	NOUN
cblr-3425	740	30	.	.	PUNCT
cblr-3425	741	1	outcome	outcome	NOUN
cblr-3425	741	2	engineers	engineer	NOUN
cblr-3425	741	3	will	will	AUX
cblr-3425	741	4	accomplish	accomplish	VERB
cblr-3425	741	5	this	this	PRON
cblr-3425	741	6	by	by	ADP
cblr-3425	741	7	helping	help	VERB
cblr-3425	741	8	their	their	PRON
cblr-3425	741	9	clients	client	NOUN
cblr-3425	741	10	understand	understand	VERB
cblr-3425	741	11	the	the	DET
cblr-3425	741	12	likely	likely	ADJ
cblr-3425	741	13	effects	effect	NOUN
cblr-3425	741	14	of	of	ADP
cblr-3425	741	15	contract	contract	NOUN
cblr-3425	741	16	terms	term	NOUN
cblr-3425	741	17	on	on	ADP
cblr-3425	741	18	outcomes	outcome	NOUN
cblr-3425	741	19	as	as	SCONJ
cblr-3425	741	20	identified	identify	VERB
cblr-3425	741	21	by	by	ADP
cblr-3425	741	22	a	a	DET
cblr-3425	741	23	predictive	predictive	ADJ
cblr-3425	741	24	contracting	contracting	NOUN
cblr-3425	741	25	system	system	NOUN
cblr-3425	741	26	.	.	PUNCT
cblr-3425	742	1	in	in	ADP
cblr-3425	742	2	addition	addition	NOUN
cblr-3425	742	3	,	,	PUNCT
cblr-3425	742	4	outcome	outcome	NOUN
cblr-3425	742	5	engineers	engineer	NOUN
cblr-3425	742	6	will	will	AUX
cblr-3425	742	7	assist	assist	VERB
cblr-3425	742	8	their	their	PRON
cblr-3425	742	9	clients	client	NOUN
cblr-3425	742	10	in	in	ADP
cblr-3425	742	11	weighing	weigh	VERB
cblr-3425	742	12	tradeoffs	tradeoff	NOUN
cblr-3425	742	13	between	between	ADP
cblr-3425	742	14	expected	expect	VERB
cblr-3425	742	15	outcomes	outcome	NOUN
cblr-3425	742	16	.	.	PUNCT
cblr-3425	743	1	for	for	ADP
cblr-3425	743	2	example	example	NOUN
cblr-3425	743	3	,	,	PUNCT
cblr-3425	743	4	an	an	DET
cblr-3425	743	5	outcome	outcome	NOUN
cblr-3425	743	6	engineer	engineer	NOUN
cblr-3425	743	7	could	could	AUX
cblr-3425	743	8	use	use	VERB
cblr-3425	743	9	a	a	DET
cblr-3425	743	10	predictive	predictive	ADJ
cblr-3425	743	11	contracting	contracting	NOUN
cblr-3425	743	12	system	system	NOUN
cblr-3425	743	13	to	to	PART
cblr-3425	743	14	identify	identify	VERB
cblr-3425	743	15	that	that	DET
cblr-3425	743	16	term	term	NOUN
cblr-3425	743	17	a	a	DET
cblr-3425	743	18	typically	typically	ADV
cblr-3425	743	19	results	result	NOUN
cblr-3425	743	20	in	in	ADP
cblr-3425	743	21	a	a	DET
cblr-3425	743	22	lower	low	ADJ
cblr-3425	743	23	quality	quality	NOUN
cblr-3425	743	24	of	of	ADP
cblr-3425	743	25	counterparty	counterparty	NOUN
cblr-3425	743	26	performance	performance	NOUN
cblr-3425	743	27	but	but	CCONJ
cblr-3425	743	28	also	also	ADV
cblr-3425	743	29	has	have	VERB
cblr-3425	743	30	a	a	DET
cblr-3425	743	31	lower	low	ADJ
cblr-3425	743	32	likelihood	likelihood	NOUN
cblr-3425	743	33	of	of	ADP
cblr-3425	743	34	causing	cause	VERB
cblr-3425	743	35	a	a	DET
cblr-3425	743	36	dispute	dispute	NOUN
cblr-3425	743	37	,	,	PUNCT
cblr-3425	743	38	whereas	whereas	SCONJ
cblr-3425	743	39	term	term	NOUN
cblr-3425	743	40	b	b	PROPN
cblr-3425	743	41	results	result	NOUN
cblr-3425	743	42	in	in	ADP
cblr-3425	743	43	higher	high	ADJ
cblr-3425	743	44	performance	performance	NOUN
cblr-3425	743	45	quality	quality	NOUN
cblr-3425	743	46	but	but	CCONJ
cblr-3425	743	47	causes	cause	VERB
cblr-3425	743	48	more	more	ADJ
cblr-3425	743	49	disputes	dispute	NOUN
cblr-3425	743	50	.	.	PUNCT
cblr-3425	744	1	the	the	DET
cblr-3425	744	2	outcome	outcome	NOUN
cblr-3425	744	3	engineer	engineer	NOUN
cblr-3425	744	4	could	could	AUX
cblr-3425	744	5	use	use	VERB
cblr-3425	744	6	this	this	DET
cblr-3425	744	7	information	information	NOUN
cblr-3425	744	8	to	to	PART
cblr-3425	744	9	help	help	VERB
cblr-3425	744	10	her	her	PRON
cblr-3425	744	11	client	client	NOUN
cblr-3425	744	12	balance	balance	NOUN
cblr-3425	744	13	performance	performance	NOUN
cblr-3425	744	14	quality	quality	NOUN
cblr-3425	744	15	against	against	ADP
cblr-3425	744	16	dispute	dispute	NOUN
cblr-3425	744	17	likelihood	likelihood	NOUN
cblr-3425	744	18	.	.	PUNCT
cblr-3425	745	1	after	after	ADP
cblr-3425	745	2	discussing	discuss	VERB
cblr-3425	745	3	the	the	DET
cblr-3425	745	4	potential	potential	ADJ
cblr-3425	745	5	effects	effect	NOUN
cblr-3425	745	6	of	of	ADP
cblr-3425	745	7	terms	term	NOUN
cblr-3425	745	8	on	on	ADP
cblr-3425	745	9	outcomes	outcome	NOUN
cblr-3425	745	10	and	and	CCONJ
cblr-3425	745	11	the	the	DET
cblr-3425	745	12	tradeoffs	tradeoff	NOUN
cblr-3425	745	13	between	between	ADP
cblr-3425	745	14	expected	expect	VERB
cblr-3425	745	15	outcomes	outcome	NOUN
cblr-3425	745	16	,	,	PUNCT
cblr-3425	745	17	an	an	DET
cblr-3425	745	18	outcome	outcome	NOUN
cblr-3425	745	19	engineer	engineer	NOUN
cblr-3425	745	20	can	can	AUX
cblr-3425	745	21	design	design	VERB
cblr-3425	745	22	a	a	DET
cblr-3425	745	23	contract	contract	NOUN
cblr-3425	745	24	that	that	PRON
cblr-3425	745	25	is	be	AUX
cblr-3425	745	26	tailored	tailor	VERB
cblr-3425	745	27	to	to	PART
cblr-3425	745	28	achieve	achieve	VERB
cblr-3425	745	29	her	her	PRON
cblr-3425	745	30	client	client	NOUN
cblr-3425	745	31	’s	’s	PART
cblr-3425	745	32	desired	desire	VERB
cblr-3425	745	33	set	set	NOUN
cblr-3425	745	34	of	of	ADP
cblr-3425	745	35	outcomes	outcome	NOUN
cblr-3425	745	36	.	.	PUNCT
cblr-3425	746	1	the	the	DET
cblr-3425	746	2	second	second	ADJ
cblr-3425	746	3	new	new	ADJ
cblr-3425	746	4	role	role	NOUN
cblr-3425	746	5	for	for	ADP
cblr-3425	746	6	transactional	transactional	ADJ
cblr-3425	746	7	lawyers	lawyer	NOUN
cblr-3425	746	8	enabled	enable	VERB
cblr-3425	746	9	by	by	ADP
cblr-3425	746	10	predictive	predictive	ADJ
cblr-3425	746	11	contracting	contracting	NOUN
cblr-3425	746	12	is	be	AUX
cblr-3425	746	13	contract	contract	NOUN
cblr-3425	746	14	innovator	innovator	NOUN
cblr-3425	746	15	.	.	PUNCT
cblr-3425	747	1	as	as	SCONJ
cblr-3425	747	2	was	be	AUX
cblr-3425	747	3	discussed	discuss	VERB
cblr-3425	747	4	in	in	ADP
cblr-3425	747	5	section	section	NOUN
cblr-3425	747	6	ii.a.2	ii.a.2	PROPN
cblr-3425	747	7	,	,	PUNCT
cblr-3425	747	8	predictive	predictive	ADJ
cblr-3425	747	9	contracting	contracting	NOUN
cblr-3425	747	10	will	will	AUX
cblr-3425	747	11	promote	promote	VERB
cblr-3425	747	12	contract	contract	NOUN
cblr-3425	747	13	innovation	innovation	NOUN
cblr-3425	747	14	by	by	ADP
cblr-3425	747	15	helping	help	VERB
cblr-3425	747	16	contract	contract	NOUN
cblr-3425	747	17	drafters	drafter	NOUN
cblr-3425	747	18	understand	understand	VERB
cblr-3425	747	19	the	the	DET
cblr-3425	747	20	potential	potential	ADJ
cblr-3425	747	21	effects	effect	NOUN
cblr-3425	747	22	of	of	ADP
cblr-3425	747	23	new	new	ADJ
cblr-3425	747	24	terms	term	NOUN
cblr-3425	747	25	on	on	ADP
cblr-3425	747	26	outcomes	outcome	NOUN
cblr-3425	747	27	.	.	PUNCT
cblr-3425	748	1	these	these	DET
cblr-3425	748	2	new	new	ADJ
cblr-3425	748	3	terms	term	NOUN
cblr-3425	748	4	,	,	PUNCT
cblr-3425	748	5	however	however	ADV
cblr-3425	748	6	,	,	PUNCT
cblr-3425	748	7	must	must	AUX
cblr-3425	748	8	still	still	ADV
cblr-3425	748	9	be	be	AUX
cblr-3425	748	10	created	create	VERB
cblr-3425	748	11	by	by	ADP
cblr-3425	748	12	humans	human	NOUN
cblr-3425	748	13	.	.	PUNCT
cblr-3425	749	1	transactional	transactional	ADJ
cblr-3425	749	2	lawyers	lawyer	NOUN
cblr-3425	749	3	will	will	AUX
cblr-3425	749	4	therefore	therefore	ADV
cblr-3425	749	5	have	have	VERB
cblr-3425	749	6	a	a	DET
cblr-3425	749	7	pivotal	pivotal	ADJ
cblr-3425	749	8	role	role	NOUN
cblr-3425	749	9	to	to	PART
cblr-3425	749	10	play	play	VERB
cblr-3425	749	11	in	in	ADP
cblr-3425	749	12	creating	create	VERB
cblr-3425	749	13	innovative	innovative	ADJ
cblr-3425	749	14	terms	term	NOUN
cblr-3425	749	15	that	that	PRON
cblr-3425	749	16	can	can	AUX
cblr-3425	749	17	then	then	ADV
cblr-3425	749	18	be	be	AUX
cblr-3425	749	19	used	use	VERB
cblr-3425	749	20	and	and	CCONJ
cblr-3425	749	21	analyzed	analyze	VERB
cblr-3425	749	22	by	by	ADP
cblr-3425	749	23	a	a	DET
cblr-3425	749	24	predictive	predictive	ADJ
cblr-3425	749	25	contracting	contracting	NOUN
cblr-3425	749	26	system	system	NOUN
cblr-3425	749	27	.	.	PUNCT
cblr-3425	750	1	the	the	DET
cblr-3425	750	2	generation	generation	NOUN
cblr-3425	750	3	of	of	ADP
cblr-3425	750	4	new	new	ADJ
cblr-3425	750	5	terms	term	NOUN
cblr-3425	750	6	will	will	AUX
cblr-3425	750	7	begin	begin	VERB
cblr-3425	750	8	with	with	ADP
cblr-3425	750	9	a	a	DET
cblr-3425	750	10	creative	creative	ADJ
cblr-3425	750	11	contract	contract	NOUN
cblr-3425	750	12	innovator	innovator	NOUN
cblr-3425	750	13	who	who	PRON
cblr-3425	750	14	designs	design	VERB
cblr-3425	750	15	an	an	DET
cblr-3425	750	16	initial	initial	ADJ
cblr-3425	750	17	version	version	NOUN
cblr-3425	750	18	of	of	ADP
cblr-3425	750	19	a	a	DET
cblr-3425	750	20	new	new	ADJ
cblr-3425	750	21	term	term	NOUN
cblr-3425	750	22	.	.	PUNCT
cblr-3425	751	1	during	during	ADP
cblr-3425	751	2	the	the	DET
cblr-3425	751	3	design	design	NOUN
cblr-3425	751	4	process	process	NOUN
cblr-3425	751	5	,	,	PUNCT
cblr-3425	751	6	the	the	DET
cblr-3425	751	7	innovator	innovator	NOUN
cblr-3425	751	8	can	can	AUX
cblr-3425	751	9	use	use	VERB
cblr-3425	751	10	a	a	DET
cblr-3425	751	11	predictive	predictive	ADJ
cblr-3425	751	12	contracting	contracting	NOUN
cblr-3425	751	13	system	system	NOUN
cblr-3425	751	14	to	to	PART
cblr-3425	751	15	gain	gain	VERB
cblr-3425	751	16	insights	insight	NOUN
cblr-3425	751	17	into	into	ADP
cblr-3425	751	18	the	the	DET
cblr-3425	751	19	potential	potential	ADJ
cblr-3425	751	20	effects	effect	NOUN
cblr-3425	751	21	of	of	ADP
cblr-3425	751	22	the	the	DET
cblr-3425	751	23	new	new	ADJ
cblr-3425	751	24	term	term	NOUN
cblr-3425	751	25	based	base	VERB
cblr-3425	751	26	on	on	ADP
cblr-3425	751	27	ontological	ontological	ADJ
cblr-3425	751	28	similarities	similarity	NOUN
cblr-3425	751	29	with	with	ADP
cblr-3425	751	30	existing	exist	VERB
cblr-3425	751	31	terms.238	terms.238	PRON
cblr-3425	751	32	once	once	ADV
cblr-3425	751	33	the	the	DET
cblr-3425	751	34	new	new	ADJ
cblr-3425	751	35	term	term	NOUN
cblr-3425	751	36	is	be	AUX
cblr-3425	751	37	put	put	VERB
cblr-3425	751	38	into	into	ADP
cblr-3425	751	39	use	use	NOUN
cblr-3425	751	40	in	in	ADP
cblr-3425	751	41	contracts	contract	NOUN
cblr-3425	751	42	,	,	PUNCT
cblr-3425	751	43	the	the	DET
cblr-3425	751	44	innovator	innovator	NOUN
cblr-3425	751	45	can	can	AUX
cblr-3425	751	46	track	track	VERB
cblr-3425	751	47	the	the	DET
cblr-3425	751	48	term	term	NOUN
cblr-3425	751	49	’s	’s	PART
cblr-3425	751	50	performance	performance	NOUN
cblr-3425	751	51	using	use	VERB
cblr-3425	751	52	predictive	predictive	ADJ
cblr-3425	751	53	contracting	contracting	NOUN
cblr-3425	751	54	and	and	CCONJ
cblr-3425	751	55	modify	modify	VERB
cblr-3425	751	56	238	238	NUM
cblr-3425	751	57	see	see	NOUN
cblr-3425	751	58	supra	supra	PROPN
cblr-3425	751	59	section	section	PROPN
cblr-3425	751	60	iii.a.2	iii.a.2	PROPN
cblr-3425	751	61	.	.	PUNCT
cblr-3425	752	1	no	no	INTJ
cblr-3425	752	2	.	.	NOUN
cblr-3425	752	3	2:621	2:621	NUM
cblr-3425	752	4	]	]	X
cblr-3425	752	5	predictive	predictive	ADJ
cblr-3425	752	6	contracting	contract	VERB
cblr-3425	752	7	685	685	NUM
cblr-3425	752	8	subsequent	subsequent	ADJ
cblr-3425	752	9	versions	version	NOUN
cblr-3425	752	10	of	of	ADP
cblr-3425	752	11	the	the	DET
cblr-3425	752	12	term	term	NOUN
cblr-3425	752	13	based	base	VERB
cblr-3425	752	14	on	on	ADP
cblr-3425	752	15	real	real	ADJ
cblr-3425	752	16	-	-	PUNCT
cblr-3425	752	17	world	world	NOUN
cblr-3425	752	18	outcome	outcome	NOUN
cblr-3425	752	19	data	datum	NOUN
cblr-3425	752	20	.	.	PUNCT
cblr-3425	753	1	along	along	ADP
cblr-3425	753	2	with	with	ADP
cblr-3425	753	3	creating	create	VERB
cblr-3425	753	4	new	new	ADJ
cblr-3425	753	5	roles	role	NOUN
cblr-3425	753	6	,	,	PUNCT
cblr-3425	753	7	predictive	predictive	ADJ
cblr-3425	753	8	contracting	contracting	NOUN
cblr-3425	753	9	will	will	AUX
cblr-3425	753	10	also	also	ADV
cblr-3425	753	11	alter	alter	VERB
cblr-3425	753	12	the	the	DET
cblr-3425	753	13	set	set	NOUN
cblr-3425	753	14	of	of	ADP
cblr-3425	753	15	skills	skill	NOUN
cblr-3425	753	16	that	that	PRON
cblr-3425	753	17	are	be	AUX
cblr-3425	753	18	important	important	ADJ
cblr-3425	753	19	for	for	ADP
cblr-3425	753	20	the	the	DET
cblr-3425	753	21	practice	practice	NOUN
cblr-3425	753	22	of	of	ADP
cblr-3425	753	23	transactional	transactional	ADJ
cblr-3425	753	24	law	law	NOUN
cblr-3425	753	25	.	.	PUNCT
cblr-3425	754	1	one	one	NUM
cblr-3425	754	2	of	of	ADP
cblr-3425	754	3	the	the	DET
cblr-3425	754	4	hallmarks	hallmark	NOUN
cblr-3425	754	5	of	of	ADP
cblr-3425	754	6	a	a	DET
cblr-3425	754	7	valuable	valuable	ADJ
cblr-3425	754	8	transactional	transactional	ADJ
cblr-3425	754	9	lawyer	lawyer	NOUN
cblr-3425	754	10	has	have	AUX
cblr-3425	754	11	traditionally	traditionally	ADV
cblr-3425	754	12	been	be	AUX
cblr-3425	754	13	a	a	DET
cblr-3425	754	14	substantial	substantial	ADJ
cblr-3425	754	15	amount	amount	NOUN
cblr-3425	754	16	of	of	ADP
cblr-3425	754	17	experience	experience	NOUN
cblr-3425	754	18	and	and	CCONJ
cblr-3425	754	19	the	the	DET
cblr-3425	754	20	anecdotal	anecdotal	ADJ
cblr-3425	754	21	deal	deal	NOUN
cblr-3425	754	22	knowledge	knowledge	NOUN
cblr-3425	754	23	that	that	PRON
cblr-3425	754	24	comes	come	VERB
cblr-3425	754	25	with	with	ADP
cblr-3425	754	26	that	that	DET
cblr-3425	754	27	experience	experience	NOUN
cblr-3425	754	28	.	.	PUNCT
cblr-3425	755	1	business	business	NOUN
cblr-3425	755	2	lawyers	lawyer	NOUN
cblr-3425	755	3	have	have	AUX
cblr-3425	755	4	long	long	ADV
cblr-3425	755	5	advised	advise	VERB
cblr-3425	755	6	their	their	PRON
cblr-3425	755	7	clients	client	NOUN
cblr-3425	755	8	based	base	VERB
cblr-3425	755	9	on	on	ADP
cblr-3425	755	10	their	their	PRON
cblr-3425	755	11	prior	prior	ADJ
cblr-3425	755	12	experiences	experience	NOUN
cblr-3425	755	13	with	with	ADP
cblr-3425	755	14	similar	similar	ADJ
cblr-3425	755	15	transactions	transaction	NOUN
cblr-3425	755	16	.	.	PUNCT
cblr-3425	756	1	yet	yet	ADV
cblr-3425	756	2	,	,	PUNCT
cblr-3425	756	3	in	in	ADP
cblr-3425	756	4	the	the	DET
cblr-3425	756	5	presence	presence	NOUN
cblr-3425	756	6	of	of	ADP
cblr-3425	756	7	a	a	DET
cblr-3425	756	8	predictive	predictive	ADJ
cblr-3425	756	9	contracting	contracting	NOUN
cblr-3425	756	10	system	system	NOUN
cblr-3425	756	11	trained	train	VERB
cblr-3425	756	12	on	on	ADP
cblr-3425	756	13	thousands	thousand	NOUN
cblr-3425	756	14	of	of	ADP
cblr-3425	756	15	prior	prior	ADJ
cblr-3425	756	16	contracts	contract	NOUN
cblr-3425	756	17	,	,	PUNCT
cblr-3425	756	18	a	a	DET
cblr-3425	756	19	lawyer	lawyer	NOUN
cblr-3425	756	20	’s	’s	PART
cblr-3425	756	21	anecdotal	anecdotal	ADJ
cblr-3425	756	22	knowledge	knowledge	NOUN
cblr-3425	756	23	of	of	ADP
cblr-3425	756	24	past	past	ADJ
cblr-3425	756	25	deals	deal	NOUN
cblr-3425	756	26	will	will	AUX
cblr-3425	756	27	become	become	VERB
cblr-3425	756	28	less	less	ADV
cblr-3425	756	29	valuable	valuable	ADJ
cblr-3425	756	30	.	.	PUNCT
cblr-3425	757	1	while	while	SCONJ
cblr-3425	757	2	experience	experience	NOUN
cblr-3425	757	3	will	will	AUX
cblr-3425	757	4	still	still	ADV
cblr-3425	757	5	be	be	AUX
cblr-3425	757	6	important	important	ADJ
cblr-3425	757	7	,	,	PUNCT
cblr-3425	757	8	a	a	DET
cblr-3425	757	9	lawyer	lawyer	NOUN
cblr-3425	757	10	’s	’s	PART
cblr-3425	757	11	memory	memory	NOUN
cblr-3425	757	12	will	will	AUX
cblr-3425	757	13	no	no	ADV
cblr-3425	757	14	longer	long	ADV
cblr-3425	757	15	be	be	AUX
cblr-3425	757	16	needed	need	VERB
cblr-3425	757	17	to	to	PART
cblr-3425	757	18	serve	serve	VERB
cblr-3425	757	19	as	as	ADP
cblr-3425	757	20	a	a	DET
cblr-3425	757	21	rudimentary	rudimentary	ADJ
cblr-3425	757	22	database	database	NOUN
cblr-3425	757	23	of	of	ADP
cblr-3425	757	24	deal	deal	NOUN
cblr-3425	757	25	terms	term	NOUN
cblr-3425	757	26	and	and	CCONJ
cblr-3425	757	27	outcomes	outcome	NOUN
cblr-3425	757	28	.	.	PUNCT
cblr-3425	758	1	in	in	ADP
cblr-3425	758	2	addition	addition	NOUN
cblr-3425	758	3	,	,	PUNCT
cblr-3425	758	4	a	a	DET
cblr-3425	758	5	lawyer	lawyer	NOUN
cblr-3425	758	6	’s	’s	PART
cblr-3425	758	7	ability	ability	NOUN
cblr-3425	758	8	to	to	PART
cblr-3425	758	9	“	"	PUNCT
cblr-3425	758	10	guesstimate	guesstimate	VERB
cblr-3425	758	11	”	"	PUNCT
cblr-3425	758	12	the	the	DET
cblr-3425	758	13	effects	effect	NOUN
cblr-3425	758	14	of	of	ADP
cblr-3425	758	15	terms	term	NOUN
cblr-3425	758	16	on	on	ADP
cblr-3425	758	17	outcomes	outcome	NOUN
cblr-3425	758	18	will	will	AUX
cblr-3425	758	19	not	not	PART
cblr-3425	758	20	be	be	AUX
cblr-3425	758	21	necessary	necessary	ADJ
cblr-3425	758	22	when	when	SCONJ
cblr-3425	758	23	a	a	DET
cblr-3425	758	24	predictive	predictive	ADJ
cblr-3425	758	25	contracting	contracting	NOUN
cblr-3425	758	26	system	system	NOUN
cblr-3425	758	27	can	can	AUX
cblr-3425	758	28	provide	provide	VERB
cblr-3425	758	29	concrete	concrete	ADJ
cblr-3425	758	30	statistical	statistical	ADJ
cblr-3425	758	31	evidence	evidence	NOUN
cblr-3425	758	32	of	of	ADP
cblr-3425	758	33	those	those	DET
cblr-3425	758	34	effects	effect	NOUN
cblr-3425	758	35	.	.	PUNCT
cblr-3425	759	1	on	on	ADP
cblr-3425	759	2	the	the	DET
cblr-3425	759	3	other	other	ADJ
cblr-3425	759	4	hand	hand	NOUN
cblr-3425	759	5	,	,	PUNCT
cblr-3425	759	6	skills	skill	NOUN
cblr-3425	759	7	that	that	PRON
cblr-3425	759	8	can	can	AUX
cblr-3425	759	9	not	not	PART
cblr-3425	759	10	be	be	AUX
cblr-3425	759	11	replicated	replicate	VERB
cblr-3425	759	12	by	by	ADP
cblr-3425	759	13	a	a	DET
cblr-3425	759	14	predictive	predictive	ADJ
cblr-3425	759	15	contracting	contracting	NOUN
cblr-3425	759	16	system	system	NOUN
cblr-3425	759	17	will	will	AUX
cblr-3425	759	18	become	become	VERB
cblr-3425	759	19	even	even	ADV
cblr-3425	759	20	more	more	ADV
cblr-3425	759	21	valuable	valuable	ADJ
cblr-3425	759	22	.	.	PUNCT
cblr-3425	760	1	this	this	PRON
cblr-3425	760	2	is	be	AUX
cblr-3425	760	3	especially	especially	ADV
cblr-3425	760	4	true	true	ADJ
cblr-3425	760	5	of	of	ADP
cblr-3425	760	6	skills	skill	NOUN
cblr-3425	760	7	oriented	orient	VERB
cblr-3425	760	8	towards	towards	ADP
cblr-3425	760	9	human	human	ADJ
cblr-3425	760	10	interaction	interaction	NOUN
cblr-3425	760	11	,	,	PUNCT
cblr-3425	760	12	including	include	VERB
cblr-3425	760	13	client	client	NOUN
cblr-3425	760	14	counseling	counseling	NOUN
cblr-3425	760	15	and	and	CCONJ
cblr-3425	760	16	negotiation	negotiation	NOUN
cblr-3425	760	17	.	.	PUNCT
cblr-3425	761	1	furthermore	furthermore	ADV
cblr-3425	761	2	,	,	PUNCT
cblr-3425	761	3	creativity	creativity	NOUN
cblr-3425	761	4	and	and	CCONJ
cblr-3425	761	5	the	the	DET
cblr-3425	761	6	ability	ability	NOUN
cblr-3425	761	7	to	to	PART
cblr-3425	761	8	innovate	innovate	VERB
cblr-3425	761	9	will	will	AUX
cblr-3425	761	10	be	be	AUX
cblr-3425	761	11	incredibly	incredibly	ADV
cblr-3425	761	12	valuable	valuable	ADJ
cblr-3425	761	13	as	as	SCONJ
cblr-3425	761	14	these	these	DET
cblr-3425	761	15	skills	skill	NOUN
cblr-3425	761	16	will	will	AUX
cblr-3425	761	17	enable	enable	VERB
cblr-3425	761	18	a	a	DET
cblr-3425	761	19	transactional	transactional	ADJ
cblr-3425	761	20	attorney	attorney	NOUN
cblr-3425	761	21	to	to	PART
cblr-3425	761	22	design	design	VERB
cblr-3425	761	23	new	new	ADJ
cblr-3425	761	24	terms	term	NOUN
cblr-3425	761	25	.	.	PUNCT
cblr-3425	762	1	predictive	predictive	ADJ
cblr-3425	762	2	contracting	contracting	NOUN
cblr-3425	762	3	will	will	AUX
cblr-3425	762	4	also	also	ADV
cblr-3425	762	5	affect	affect	VERB
cblr-3425	762	6	the	the	DET
cblr-3425	762	7	relationship	relationship	NOUN
cblr-3425	762	8	between	between	ADP
cblr-3425	762	9	law	law	NOUN
cblr-3425	762	10	firms	firm	NOUN
cblr-3425	762	11	and	and	CCONJ
cblr-3425	762	12	their	their	PRON
cblr-3425	762	13	clients	client	NOUN
cblr-3425	762	14	.	.	PUNCT
cblr-3425	763	1	as	as	SCONJ
cblr-3425	763	2	de	de	PROPN
cblr-3425	763	3	fontenay	fontenay	NOUN
cblr-3425	763	4	discusses	discuss	VERB
cblr-3425	763	5	,	,	PUNCT
cblr-3425	763	6	large	large	ADJ
cblr-3425	763	7	law	law	NOUN
cblr-3425	763	8	firms	firm	NOUN
cblr-3425	763	9	provide	provide	VERB
cblr-3425	763	10	value	value	NOUN
cblr-3425	763	11	to	to	ADP
cblr-3425	763	12	their	their	PRON
cblr-3425	763	13	clients	client	NOUN
cblr-3425	763	14	partly	partly	ADV
cblr-3425	763	15	through	through	ADP
cblr-3425	763	16	market	market	NOUN
cblr-3425	763	17	knowledge	knowledge	NOUN
cblr-3425	763	18	derived	derive	VERB
cblr-3425	763	19	from	from	ADP
cblr-3425	763	20	data	datum	NOUN
cblr-3425	763	21	they	they	PRON
cblr-3425	763	22	collect	collect	VERB
cblr-3425	763	23	on	on	ADP
cblr-3425	763	24	private	private	ADJ
cblr-3425	763	25	deal	deal	NOUN
cblr-3425	763	26	terms.239	terms.239	NUM
cblr-3425	763	27	predictive	predictive	ADJ
cblr-3425	763	28	contracting	contracting	NOUN
cblr-3425	763	29	systems	system	NOUN
cblr-3425	763	30	,	,	PUNCT
cblr-3425	763	31	however	however	ADV
cblr-3425	763	32	,	,	PUNCT
cblr-3425	763	33	will	will	AUX
cblr-3425	763	34	likely	likely	ADV
cblr-3425	763	35	provide	provide	VERB
cblr-3425	763	36	more	more	ADV
cblr-3425	763	37	extensive	extensive	ADJ
cblr-3425	763	38	,	,	PUNCT
cblr-3425	763	39	robust	robust	ADJ
cblr-3425	763	40	,	,	PUNCT
cblr-3425	763	41	and	and	CCONJ
cblr-3425	763	42	granular	granular	ADJ
cblr-3425	763	43	data	datum	NOUN
cblr-3425	763	44	on	on	ADP
cblr-3425	763	45	contract	contract	NOUN
cblr-3425	763	46	terms	term	NOUN
cblr-3425	763	47	than	than	ADP
cblr-3425	763	48	the	the	DET
cblr-3425	763	49	data	datum	NOUN
cblr-3425	763	50	that	that	PRON
cblr-3425	763	51	is	be	AUX
cblr-3425	763	52	currently	currently	ADV
cblr-3425	763	53	collected	collect	VERB
cblr-3425	763	54	by	by	ADP
cblr-3425	763	55	large	large	ADJ
cblr-3425	763	56	law	law	NOUN
cblr-3425	763	57	firms	firm	NOUN
cblr-3425	763	58	.	.	PUNCT
cblr-3425	764	1	as	as	ADP
cblr-3425	764	2	a	a	DET
cblr-3425	764	3	result	result	NOUN
cblr-3425	764	4	,	,	PUNCT
cblr-3425	764	5	law	law	NOUN
cblr-3425	764	6	firms	firm	NOUN
cblr-3425	764	7	may	may	AUX
cblr-3425	764	8	lose	lose	VERB
cblr-3425	764	9	some	some	PRON
cblr-3425	764	10	of	of	ADP
cblr-3425	764	11	the	the	DET
cblr-3425	764	12	advantages	advantage	NOUN
cblr-3425	764	13	that	that	SCONJ
cblr-3425	764	14	their	their	PRON
cblr-3425	764	15	term	term	NOUN
cblr-3425	764	16	databases	database	NOUN
cblr-3425	764	17	have	have	AUX
cblr-3425	764	18	traditionally	traditionally	ADV
cblr-3425	764	19	provided	provide	VERB
cblr-3425	764	20	to	to	ADP
cblr-3425	764	21	them	they	PRON
cblr-3425	764	22	.	.	PUNCT
cblr-3425	765	1	clients	client	NOUN
cblr-3425	765	2	are	be	AUX
cblr-3425	765	3	much	much	ADV
cblr-3425	765	4	better	well	ADV
cblr-3425	765	5	situated	situate	VERB
cblr-3425	765	6	to	to	PART
cblr-3425	765	7	collect	collect	VERB
cblr-3425	765	8	data	datum	NOUN
cblr-3425	765	9	on	on	ADP
cblr-3425	765	10	contract	contract	NOUN
cblr-3425	765	11	outcomes	outcome	NOUN
cblr-3425	765	12	because	because	SCONJ
cblr-3425	765	13	they	they	PRON
cblr-3425	765	14	are	be	AUX
cblr-3425	765	15	the	the	DET
cblr-3425	765	16	entities	entity	NOUN
cblr-3425	765	17	that	that	PRON
cblr-3425	765	18	are	be	AUX
cblr-3425	765	19	directly	directly	ADV
cblr-3425	765	20	affected	affect	VERB
cblr-3425	765	21	by	by	ADP
cblr-3425	765	22	those	those	DET
cblr-3425	765	23	outcomes	outcome	NOUN
cblr-3425	765	24	.	.	PUNCT
cblr-3425	766	1	by	by	ADP
cblr-3425	766	2	making	make	VERB
cblr-3425	766	3	term	term	NOUN
cblr-3425	766	4	data	datum	NOUN
cblr-3425	766	5	239	239	NUM
cblr-3425	766	6	see	see	NOUN
cblr-3425	766	7	de	de	ADP
cblr-3425	766	8	fontenay	fontenay	NOUN
cblr-3425	766	9	,	,	PUNCT
cblr-3425	766	10	supra	supra	PROPN
cblr-3425	766	11	note	note	NOUN
cblr-3425	766	12	112	112	NUM
cblr-3425	766	13	and	and	CCONJ
cblr-3425	766	14	accompanying	accompany	VERB
cblr-3425	766	15	text	text	NOUN
cblr-3425	766	16	.	.	PUNCT
cblr-3425	767	1	686	686	NUM
cblr-3425	767	2	columbia	columbia	PROPN
cblr-3425	767	3	business	business	NOUN
cblr-3425	767	4	law	law	PROPN
cblr-3425	767	5	review	review	NOUN
cblr-3425	767	6	[	[	X
cblr-3425	767	7	vol	vol	NOUN
cblr-3425	767	8	.	.	NOUN
cblr-3425	767	9	2019	2019	NUM
cblr-3425	767	10	more	more	ADV
cblr-3425	767	11	broadly	broadly	ADV
cblr-3425	767	12	available	available	ADJ
cblr-3425	767	13	and	and	CCONJ
cblr-3425	767	14	increasing	increase	VERB
cblr-3425	767	15	the	the	DET
cblr-3425	767	16	importance	importance	NOUN
cblr-3425	767	17	of	of	ADP
cblr-3425	767	18	outcome	outcome	NOUN
cblr-3425	767	19	data	datum	NOUN
cblr-3425	767	20	,	,	PUNCT
cblr-3425	767	21	predictive	predictive	ADJ
cblr-3425	767	22	contracting	contracting	NOUN
cblr-3425	767	23	will	will	AUX
cblr-3425	767	24	likely	likely	ADV
cblr-3425	767	25	weaken	weaken	VERB
cblr-3425	767	26	the	the	DET
cblr-3425	767	27	position	position	NOUN
cblr-3425	767	28	of	of	ADP
cblr-3425	767	29	law	law	NOUN
cblr-3425	767	30	firms	firm	NOUN
cblr-3425	767	31	relative	relative	ADJ
cblr-3425	767	32	to	to	ADP
cblr-3425	767	33	their	their	PRON
cblr-3425	767	34	clients	client	NOUN
cblr-3425	767	35	.	.	PUNCT
cblr-3425	768	1	c.	c.	NOUN
cblr-3425	768	2	limitations	limitation	NOUN
cblr-3425	768	3	and	and	CCONJ
cblr-3425	768	4	risks	risk	VERB
cblr-3425	768	5	predictive	predictive	ADJ
cblr-3425	768	6	contracting	contracting	NOUN
cblr-3425	768	7	faces	face	VERB
cblr-3425	768	8	a	a	DET
cblr-3425	768	9	number	number	NOUN
cblr-3425	768	10	of	of	ADP
cblr-3425	768	11	limitations	limitation	NOUN
cblr-3425	768	12	and	and	CCONJ
cblr-3425	768	13	risks	risk	NOUN
cblr-3425	768	14	including	include	VERB
cblr-3425	768	15	:	:	PUNCT
cblr-3425	768	16	(	(	PUNCT
cblr-3425	768	17	1	1	X
cblr-3425	768	18	)	)	PUNCT
cblr-3425	768	19	technical	technical	ADJ
cblr-3425	768	20	constraints	constraint	NOUN
cblr-3425	768	21	,	,	PUNCT
cblr-3425	768	22	(	(	PUNCT
cblr-3425	768	23	2	2	X
cblr-3425	768	24	)	)	PUNCT
cblr-3425	768	25	concerns	concern	NOUN
cblr-3425	768	26	regarding	regard	VERB
cblr-3425	768	27	data	data	NOUN
cblr-3425	768	28	privacy	privacy	NOUN
cblr-3425	768	29	and	and	CCONJ
cblr-3425	768	30	confidentiality	confidentiality	NOUN
cblr-3425	768	31	,	,	PUNCT
cblr-3425	768	32	(	(	PUNCT
cblr-3425	768	33	3	3	X
cblr-3425	768	34	)	)	PUNCT
cblr-3425	768	35	the	the	DET
cblr-3425	768	36	regulation	regulation	NOUN
cblr-3425	768	37	of	of	ADP
cblr-3425	768	38	the	the	DET
cblr-3425	768	39	unauthorized	unauthorized	ADJ
cblr-3425	768	40	practice	practice	NOUN
cblr-3425	768	41	of	of	ADP
cblr-3425	768	42	law	law	NOUN
cblr-3425	768	43	,	,	PUNCT
cblr-3425	768	44	and	and	CCONJ
cblr-3425	768	45	(	(	PUNCT
cblr-3425	768	46	4	4	X
cblr-3425	768	47	)	)	PUNCT
cblr-3425	768	48	the	the	DET
cblr-3425	768	49	potential	potential	NOUN
cblr-3425	768	50	for	for	ADP
cblr-3425	768	51	exacerbating	exacerbate	VERB
cblr-3425	768	52	information	information	NOUN
cblr-3425	768	53	inequality	inequality	NOUN
cblr-3425	768	54	.	.	PUNCT
cblr-3425	769	1	these	these	DET
cblr-3425	769	2	issues	issue	NOUN
cblr-3425	769	3	are	be	AUX
cblr-3425	769	4	addressed	address	VERB
cblr-3425	769	5	in	in	ADP
cblr-3425	769	6	the	the	DET
cblr-3425	769	7	sections	section	NOUN
cblr-3425	769	8	below	below	ADV
cblr-3425	769	9	.	.	PUNCT
cblr-3425	770	1	1	1	X
cblr-3425	770	2	.	.	PUNCT
cblr-3425	770	3	technical	technical	ADJ
cblr-3425	770	4	constraints	constraint	NOUN
cblr-3425	770	5	predictive	predictive	ADJ
cblr-3425	770	6	contracting	contracting	NOUN
cblr-3425	770	7	faces	face	VERB
cblr-3425	770	8	a	a	DET
cblr-3425	770	9	number	number	NOUN
cblr-3425	770	10	of	of	ADP
cblr-3425	770	11	technical	technical	ADJ
cblr-3425	770	12	constraints	constraint	NOUN
cblr-3425	770	13	related	relate	VERB
cblr-3425	770	14	to	to	ADP
cblr-3425	770	15	data	datum	NOUN
cblr-3425	770	16	sufficiency	sufficiency	PROPN
cblr-3425	770	17	,	,	PUNCT
cblr-3425	770	18	representativeness	representativeness	ADJ
cblr-3425	770	19	,	,	PUNCT
cblr-3425	770	20	bias	bias	NOUN
cblr-3425	770	21	,	,	PUNCT
cblr-3425	770	22	and	and	CCONJ
cblr-3425	770	23	interpretability	interpretability	NOUN
cblr-3425	770	24	.	.	PUNCT
cblr-3425	771	1	the	the	DET
cblr-3425	771	2	primary	primary	ADJ
cblr-3425	771	3	technical	technical	ADJ
cblr-3425	771	4	constraint	constraint	NOUN
cblr-3425	771	5	that	that	SCONJ
cblr-3425	771	6	predictive	predictive	ADJ
cblr-3425	771	7	contracting	contracting	NOUN
cblr-3425	771	8	faces	face	NOUN
cblr-3425	771	9	is	be	AUX
cblr-3425	771	10	collecting	collect	VERB
cblr-3425	771	11	sufficient	sufficient	ADJ
cblr-3425	771	12	data	datum	NOUN
cblr-3425	771	13	on	on	ADP
cblr-3425	771	14	contract	contract	NOUN
cblr-3425	771	15	terms	term	NOUN
cblr-3425	771	16	,	,	PUNCT
cblr-3425	771	17	outcomes	outcome	NOUN
cblr-3425	771	18	,	,	PUNCT
cblr-3425	771	19	and	and	CCONJ
cblr-3425	771	20	conditions	condition	NOUN
cblr-3425	771	21	with	with	ADP
cblr-3425	771	22	which	which	PRON
cblr-3425	771	23	to	to	PART
cblr-3425	771	24	train	train	VERB
cblr-3425	771	25	a	a	DET
cblr-3425	771	26	machine	machine	NOUN
cblr-3425	771	27	learning	learn	VERB
cblr-3425	771	28	model	model	NOUN
cblr-3425	771	29	.	.	PUNCT
cblr-3425	772	1	many	many	ADJ
cblr-3425	772	2	contracting	contracting	NOUN
cblr-3425	772	3	scenarios	scenario	NOUN
cblr-3425	772	4	(	(	PUNCT
cblr-3425	772	5	like	like	ADP
cblr-3425	772	6	much	much	ADJ
cblr-3425	772	7	of	of	ADP
cblr-3425	772	8	law	law	NOUN
cblr-3425	772	9	)	)	PUNCT
cblr-3425	772	10	are	be	AUX
cblr-3425	772	11	highly	highly	ADV
cblr-3425	772	12	complex	complex	ADJ
cblr-3425	772	13	systems.240	systems.240	NOUN
cblr-3425	772	14	models	model	NOUN
cblr-3425	772	15	of	of	ADP
cblr-3425	772	16	complex	complex	ADJ
cblr-3425	772	17	systems	system	NOUN
cblr-3425	772	18	require	require	VERB
cblr-3425	772	19	substantial	substantial	ADJ
cblr-3425	772	20	amounts	amount	NOUN
cblr-3425	772	21	of	of	ADP
cblr-3425	772	22	data	datum	NOUN
cblr-3425	772	23	to	to	PART
cblr-3425	772	24	generate	generate	VERB
cblr-3425	772	25	accurate	accurate	ADJ
cblr-3425	772	26	predictions	prediction	NOUN
cblr-3425	772	27	.	.	PUNCT
cblr-3425	773	1	despite	despite	SCONJ
cblr-3425	773	2	developments	development	NOUN
cblr-3425	773	3	in	in	ADP
cblr-3425	773	4	contract	contract	NOUN
cblr-3425	773	5	management	management	NOUN
cblr-3425	773	6	,	,	PUNCT
cblr-3425	773	7	natural	natural	ADJ
cblr-3425	773	8	language	language	NOUN
cblr-3425	773	9	processing	processing	NOUN
cblr-3425	773	10	,	,	PUNCT
cblr-3425	773	11	and	and	CCONJ
cblr-3425	773	12	computable	computable	ADJ
cblr-3425	773	13	contracts	contract	NOUN
cblr-3425	773	14	,	,	PUNCT
cblr-3425	773	15	there	there	PRON
cblr-3425	773	16	will	will	AUX
cblr-3425	773	17	still	still	ADV
cblr-3425	773	18	be	be	AUX
cblr-3425	773	19	challenges	challenge	NOUN
cblr-3425	773	20	to	to	PART
cblr-3425	773	21	contract	contract	VERB
cblr-3425	773	22	data	datum	NOUN
cblr-3425	773	23	collection	collection	NOUN
cblr-3425	773	24	.	.	PUNCT
cblr-3425	774	1	first	first	ADV
cblr-3425	774	2	,	,	PUNCT
cblr-3425	774	3	some	some	DET
cblr-3425	774	4	contracting	contracting	NOUN
cblr-3425	774	5	scenarios	scenario	NOUN
cblr-3425	774	6	will	will	AUX
cblr-3425	774	7	have	have	VERB
cblr-3425	774	8	so	so	ADV
cblr-3425	774	9	many	many	ADJ
cblr-3425	774	10	relevant	relevant	ADJ
cblr-3425	774	11	terms	term	NOUN
cblr-3425	774	12	,	,	PUNCT
cblr-3425	774	13	outcomes	outcome	NOUN
cblr-3425	774	14	,	,	PUNCT
cblr-3425	774	15	and	and	CCONJ
cblr-3425	774	16	conditions	condition	NOUN
cblr-3425	774	17	that	that	SCONJ
cblr-3425	774	18	the	the	DET
cblr-3425	774	19	available	available	ADJ
cblr-3425	774	20	data	datum	NOUN
cblr-3425	774	21	set	set	VERB
cblr-3425	774	22	will	will	AUX
cblr-3425	774	23	not	not	PART
cblr-3425	774	24	be	be	AUX
cblr-3425	774	25	able	able	ADJ
cblr-3425	774	26	to	to	PART
cblr-3425	774	27	support	support	VERB
cblr-3425	774	28	the	the	DET
cblr-3425	774	29	complexity	complexity	NOUN
cblr-3425	774	30	of	of	ADP
cblr-3425	774	31	the	the	DET
cblr-3425	774	32	scenario	scenario	NOUN
cblr-3425	774	33	.	.	PUNCT
cblr-3425	775	1	as	as	ADP
cblr-3425	775	2	a	a	DET
cblr-3425	775	3	result	result	NOUN
cblr-3425	775	4	,	,	PUNCT
cblr-3425	775	5	initial	initial	ADJ
cblr-3425	775	6	applications	application	NOUN
cblr-3425	775	7	of	of	ADP
cblr-3425	775	8	predictive	predictive	ADJ
cblr-3425	775	9	240	240	NUM
cblr-3425	775	10	see	see	NOUN
cblr-3425	775	11	katz	katz	PROPN
cblr-3425	775	12	,	,	PUNCT
cblr-3425	775	13	supra	supra	PROPN
cblr-3425	775	14	note	note	PROPN
cblr-3425	775	15	22	22	NUM
cblr-3425	775	16	,	,	PUNCT
cblr-3425	775	17	at	at	ADP
cblr-3425	775	18	962	962	NUM
cblr-3425	775	19	(	(	PUNCT
cblr-3425	775	20	describing	describe	VERB
cblr-3425	775	21	legal	legal	ADJ
cblr-3425	775	22	systems	system	NOUN
cblr-3425	775	23	as	as	ADP
cblr-3425	775	24	“	"	PUNCT
cblr-3425	775	25	complex	complex	ADJ
cblr-3425	775	26	adaptive	adaptive	ADJ
cblr-3425	775	27	systems	system	NOUN
cblr-3425	775	28	with	with	ADP
cblr-3425	775	29	elaborate	elaborate	ADJ
cblr-3425	775	30	levels	level	NOUN
cblr-3425	775	31	of	of	ADP
cblr-3425	775	32	complexity	complexity	NOUN
cblr-3425	775	33	”	"	PUNCT
cblr-3425	775	34	)	)	PUNCT
cblr-3425	775	35	.	.	PUNCT
cblr-3425	776	1	for	for	ADP
cblr-3425	776	2	a	a	DET
cblr-3425	776	3	discussion	discussion	NOUN
cblr-3425	776	4	of	of	ADP
cblr-3425	776	5	legal	legal	ADJ
cblr-3425	776	6	complexity	complexity	NOUN
cblr-3425	776	7	,	,	PUNCT
cblr-3425	776	8	see	see	VERB
cblr-3425	776	9	generally	generally	ADV
cblr-3425	776	10	richard	richard	PROPN
cblr-3425	776	11	a.	a.	PROPN
cblr-3425	776	12	epstein	epstein	PROPN
cblr-3425	776	13	,	,	PUNCT
cblr-3425	776	14	simple	simple	ADJ
cblr-3425	776	15	rules	rule	NOUN
cblr-3425	776	16	for	for	ADP
cblr-3425	776	17	a	a	DET
cblr-3425	776	18	complex	complex	ADJ
cblr-3425	776	19	world	world	NOUN
cblr-3425	776	20	(	(	PUNCT
cblr-3425	776	21	1995	1995	NUM
cblr-3425	776	22	)	)	PUNCT
cblr-3425	776	23	;	;	PUNCT
cblr-3425	776	24	louis	louis	PROPN
cblr-3425	776	25	kaplow	kaplow	PROPN
cblr-3425	776	26	,	,	PUNCT
cblr-3425	776	27	a	a	DET
cblr-3425	776	28	model	model	NOUN
cblr-3425	776	29	of	of	ADP
cblr-3425	776	30	the	the	DET
cblr-3425	776	31	optimal	optimal	ADJ
cblr-3425	776	32	complexity	complexity	NOUN
cblr-3425	776	33	of	of	ADP
cblr-3425	776	34	legal	legal	ADJ
cblr-3425	776	35	rules	rule	NOUN
cblr-3425	776	36	,	,	PUNCT
cblr-3425	776	37	11	11	NUM
cblr-3425	776	38	j.l	j.l	PROPN
cblr-3425	776	39	.	.	PROPN
cblr-3425	776	40	,	,	PUNCT
cblr-3425	776	41	econ	econ	PROPN
cblr-3425	776	42	.	.	PROPN
cblr-3425	776	43	,	,	PUNCT
cblr-3425	776	44	&	&	CCONJ
cblr-3425	776	45	org	org	PROPN
cblr-3425	776	46	.	.	PROPN
cblr-3425	777	1	150	150	NUM
cblr-3425	777	2	(	(	PUNCT
cblr-3425	777	3	1995	1995	NUM
cblr-3425	777	4	)	)	PUNCT
cblr-3425	777	5	;	;	PUNCT
cblr-3425	778	1	peter	peter	PROPN
cblr-3425	778	2	h.	h.	PROPN
cblr-3425	778	3	schuck	schuck	PROPN
cblr-3425	778	4	,	,	PUNCT
cblr-3425	778	5	legal	legal	ADJ
cblr-3425	778	6	complexity	complexity	NOUN
cblr-3425	778	7	:	:	PUNCT
cblr-3425	778	8	some	some	DET
cblr-3425	778	9	causes	cause	NOUN
cblr-3425	778	10	,	,	PUNCT
cblr-3425	778	11	consequences	consequence	NOUN
cblr-3425	778	12	,	,	PUNCT
cblr-3425	778	13	and	and	CCONJ
cblr-3425	778	14	cures	cure	NOUN
cblr-3425	778	15	,	,	PUNCT
cblr-3425	778	16	42	42	NUM
cblr-3425	778	17	duke	duke	PROPN
cblr-3425	778	18	l.j	l.j	PROPN
cblr-3425	778	19	.	.	PROPN
cblr-3425	778	20	1	1	NUM
cblr-3425	778	21	(	(	PUNCT
cblr-3425	778	22	1992	1992	NUM
cblr-3425	778	23	)	)	PUNCT
cblr-3425	778	24	;	;	PUNCT
cblr-3425	778	25	r.	r.	PROPN
cblr-3425	778	26	george	george	PROPN
cblr-3425	778	27	wright	wright	PROPN
cblr-3425	778	28	,	,	PUNCT
cblr-3425	778	29	the	the	DET
cblr-3425	778	30	illusion	illusion	NOUN
cblr-3425	778	31	of	of	ADP
cblr-3425	778	32	simplicity	simplicity	NOUN
cblr-3425	778	33	:	:	PUNCT
cblr-3425	778	34	an	an	DET
cblr-3425	778	35	explanation	explanation	NOUN
cblr-3425	778	36	of	of	ADP
cblr-3425	778	37	why	why	SCONJ
cblr-3425	778	38	the	the	DET
cblr-3425	778	39	law	law	NOUN
cblr-3425	778	40	ca	can	AUX
cblr-3425	778	41	n’t	not	PART
cblr-3425	778	42	just	just	ADV
cblr-3425	778	43	be	be	AUX
cblr-3425	778	44	less	less	ADV
cblr-3425	778	45	complex	complex	ADJ
cblr-3425	778	46	,	,	PUNCT
cblr-3425	778	47	27	27	NUM
cblr-3425	778	48	fla	fla	NOUN
cblr-3425	778	49	.	.	PUNCT
cblr-3425	779	1	st	st	PROPN
cblr-3425	779	2	.	.	PROPN
cblr-3425	779	3	u.	u.	PROPN
cblr-3425	779	4	l.	l.	PROPN
cblr-3425	779	5	rev	rev	PROPN
cblr-3425	779	6	.	.	PROPN
cblr-3425	780	1	715	715	NUM
cblr-3425	780	2	(	(	PUNCT
cblr-3425	780	3	2000	2000	NUM
cblr-3425	780	4	)	)	PUNCT
cblr-3425	780	5	.	.	PUNCT
cblr-3425	781	1	no	no	INTJ
cblr-3425	781	2	.	.	NOUN
cblr-3425	781	3	2:621	2:621	NUM
cblr-3425	781	4	]	]	X
cblr-3425	781	5	predictive	predictive	ADJ
cblr-3425	781	6	contracting	contract	VERB
cblr-3425	781	7	687	687	NUM
cblr-3425	781	8	contracting	contracting	NOUN
cblr-3425	781	9	will	will	AUX
cblr-3425	781	10	likely	likely	ADV
cblr-3425	781	11	be	be	AUX
cblr-3425	781	12	narrow	narrow	ADJ
cblr-3425	781	13	in	in	ADP
cblr-3425	781	14	scope	scope	NOUN
cblr-3425	781	15	to	to	PART
cblr-3425	781	16	reduce	reduce	VERB
cblr-3425	781	17	complexity	complexity	NOUN
cblr-3425	781	18	and	and	CCONJ
cblr-3425	781	19	thereby	thereby	ADV
cblr-3425	781	20	require	require	VERB
cblr-3425	781	21	less	less	ADJ
cblr-3425	781	22	data	datum	NOUN
cblr-3425	781	23	.	.	PUNCT
cblr-3425	782	1	as	as	SCONJ
cblr-3425	782	2	data	data	NOUN
cblr-3425	782	3	sets	set	NOUN
cblr-3425	782	4	become	become	VERB
cblr-3425	782	5	larger	large	ADJ
cblr-3425	782	6	and	and	CCONJ
cblr-3425	782	7	more	more	ADV
cblr-3425	782	8	robust	robust	ADJ
cblr-3425	782	9	,	,	PUNCT
cblr-3425	782	10	users	user	NOUN
cblr-3425	782	11	can	can	AUX
cblr-3425	782	12	expand	expand	VERB
cblr-3425	782	13	their	their	PRON
cblr-3425	782	14	scope	scope	NOUN
cblr-3425	782	15	of	of	ADP
cblr-3425	782	16	analysis	analysis	NOUN
cblr-3425	782	17	to	to	PART
cblr-3425	782	18	include	include	VERB
cblr-3425	782	19	a	a	DET
cblr-3425	782	20	greater	great	ADJ
cblr-3425	782	21	number	number	NOUN
cblr-3425	782	22	of	of	ADP
cblr-3425	782	23	terms	term	NOUN
cblr-3425	782	24	,	,	PUNCT
cblr-3425	782	25	outcomes	outcome	NOUN
cblr-3425	782	26	,	,	PUNCT
cblr-3425	782	27	and	and	CCONJ
cblr-3425	782	28	conditions	condition	NOUN
cblr-3425	782	29	.	.	PUNCT
cblr-3425	783	1	second	second	ADJ
cblr-3425	783	2	,	,	PUNCT
cblr-3425	783	3	some	some	DET
cblr-3425	783	4	outcomes	outcome	NOUN
cblr-3425	783	5	may	may	AUX
cblr-3425	783	6	occur	occur	VERB
cblr-3425	783	7	so	so	ADV
cblr-3425	783	8	infrequently	infrequently	ADV
cblr-3425	783	9	(	(	PUNCT
cblr-3425	783	10	such	such	ADJ
cblr-3425	783	11	as	as	ADP
cblr-3425	783	12	“	"	PUNCT
cblr-3425	783	13	bet	bet	VERB
cblr-3425	783	14	the	the	DET
cblr-3425	783	15	company	company	NOUN
cblr-3425	783	16	”	"	PUNCT
cblr-3425	783	17	litigation	litigation	NOUN
cblr-3425	783	18	)	)	PUNCT
cblr-3425	783	19	that	that	SCONJ
cblr-3425	783	20	a	a	DET
cblr-3425	783	21	model	model	NOUN
cblr-3425	783	22	can	can	AUX
cblr-3425	783	23	not	not	PART
cblr-3425	783	24	be	be	AUX
cblr-3425	783	25	trained	train	VERB
cblr-3425	783	26	to	to	PART
cblr-3425	783	27	predict	predict	VERB
cblr-3425	783	28	these	these	DET
cblr-3425	783	29	outcomes	outcome	NOUN
cblr-3425	783	30	.	.	PUNCT
cblr-3425	784	1	third	third	ADV
cblr-3425	784	2	,	,	PUNCT
cblr-3425	784	3	some	some	DET
cblr-3425	784	4	data	datum	NOUN
cblr-3425	784	5	may	may	AUX
cblr-3425	784	6	be	be	AUX
cblr-3425	784	7	incredibly	incredibly	ADV
cblr-3425	784	8	difficult	difficult	ADJ
cblr-3425	784	9	or	or	CCONJ
cblr-3425	784	10	even	even	ADV
cblr-3425	784	11	impossible	impossible	ADJ
cblr-3425	784	12	to	to	PART
cblr-3425	784	13	collect	collect	VERB
cblr-3425	784	14	,	,	PUNCT
cblr-3425	784	15	such	such	ADJ
cblr-3425	784	16	as	as	ADP
cblr-3425	784	17	the	the	DET
cblr-3425	784	18	effects	effect	NOUN
cblr-3425	784	19	of	of	ADP
cblr-3425	784	20	relational	relational	ADJ
cblr-3425	784	21	contracting.241	contracting.241	PROPN
cblr-3425	784	22	this	this	DET
cblr-3425	784	23	highlights	highlight	NOUN
cblr-3425	784	24	one	one	NUM
cblr-3425	784	25	of	of	ADP
cblr-3425	784	26	the	the	DET
cblr-3425	784	27	key	key	ADJ
cblr-3425	784	28	limitations	limitation	NOUN
cblr-3425	784	29	of	of	ADP
cblr-3425	784	30	predictive	predictive	ADJ
cblr-3425	784	31	contracting	contracting	NOUN
cblr-3425	784	32	:	:	PUNCT
cblr-3425	784	33	if	if	SCONJ
cblr-3425	784	34	a	a	DET
cblr-3425	784	35	term	term	NOUN
cblr-3425	784	36	,	,	PUNCT
cblr-3425	784	37	condition	condition	NOUN
cblr-3425	784	38	,	,	PUNCT
cblr-3425	784	39	or	or	CCONJ
cblr-3425	784	40	outcome	outcome	NOUN
cblr-3425	784	41	can	can	AUX
cblr-3425	784	42	not	not	PART
cblr-3425	784	43	be	be	AUX
cblr-3425	784	44	represented	represent	VERB
cblr-3425	784	45	as	as	ADP
cblr-3425	784	46	machine	machine	NOUN
cblr-3425	784	47	-	-	PUNCT
cblr-3425	784	48	interpretable	interpretable	ADJ
cblr-3425	784	49	data	datum	NOUN
cblr-3425	784	50	,	,	PUNCT
cblr-3425	784	51	it	it	PRON
cblr-3425	784	52	can	can	AUX
cblr-3425	784	53	not	not	PART
cblr-3425	784	54	be	be	AUX
cblr-3425	784	55	analyzed	analyze	VERB
cblr-3425	784	56	using	use	VERB
cblr-3425	784	57	predictive	predictive	ADJ
cblr-3425	784	58	contracting	contracting	NOUN
cblr-3425	784	59	.	.	PUNCT
cblr-3425	785	1	fortunately	fortunately	ADV
cblr-3425	785	2	,	,	PUNCT
cblr-3425	785	3	many	many	ADJ
cblr-3425	785	4	of	of	ADP
cblr-3425	785	5	these	these	DET
cblr-3425	785	6	variables	variable	NOUN
cblr-3425	785	7	can	can	AUX
cblr-3425	785	8	be	be	AUX
cblr-3425	785	9	represented	represent	VERB
cblr-3425	785	10	in	in	ADP
cblr-3425	785	11	a	a	DET
cblr-3425	785	12	predictive	predictive	ADJ
cblr-3425	785	13	contracting	contracting	NOUN
cblr-3425	785	14	model	model	NOUN
cblr-3425	785	15	with	with	ADP
cblr-3425	785	16	proxy	proxy	ADJ
cblr-3425	785	17	variables	variable	NOUN
cblr-3425	785	18	that	that	PRON
cblr-3425	785	19	are	be	AUX
cblr-3425	785	20	much	much	ADV
cblr-3425	785	21	easier	easy	ADJ
cblr-3425	785	22	to	to	PART
cblr-3425	785	23	obtain	obtain	VERB
cblr-3425	785	24	.	.	PUNCT
cblr-3425	786	1	with	with	ADP
cblr-3425	786	2	respect	respect	NOUN
cblr-3425	786	3	to	to	ADP
cblr-3425	786	4	relational	relational	ADJ
cblr-3425	786	5	contracting	contracting	NOUN
cblr-3425	786	6	,	,	PUNCT
cblr-3425	786	7	for	for	ADP
cblr-3425	786	8	example	example	NOUN
cblr-3425	786	9	,	,	PUNCT
cblr-3425	786	10	the	the	DET
cblr-3425	786	11	presence	presence	NOUN
cblr-3425	786	12	of	of	ADP
cblr-3425	786	13	relational	relational	ADJ
cblr-3425	786	14	contracting	contracting	NOUN
cblr-3425	786	15	can	can	AUX
cblr-3425	786	16	be	be	AUX
cblr-3425	786	17	proxied	proxie	VERB
cblr-3425	786	18	by	by	ADP
cblr-3425	786	19	a	a	DET
cblr-3425	786	20	variable	variable	NOUN
cblr-3425	786	21	,	,	PUNCT
cblr-3425	786	22	such	such	ADJ
cblr-3425	786	23	as	as	ADP
cblr-3425	786	24	the	the	DET
cblr-3425	786	25	length	length	NOUN
cblr-3425	786	26	of	of	ADP
cblr-3425	786	27	any	any	DET
cblr-3425	786	28	prior	prior	ADJ
cblr-3425	786	29	contracting	contracting	NOUN
cblr-3425	786	30	relationship	relationship	NOUN
cblr-3425	786	31	between	between	ADP
cblr-3425	786	32	the	the	DET
cblr-3425	786	33	parties	party	NOUN
cblr-3425	786	34	.	.	PUNCT
cblr-3425	787	1	as	as	SCONJ
cblr-3425	787	2	discussed	discuss	VERB
cblr-3425	787	3	above	above	ADV
cblr-3425	787	4	,	,	PUNCT
cblr-3425	787	5	early	early	ADJ
cblr-3425	787	6	applications	application	NOUN
cblr-3425	787	7	of	of	ADP
cblr-3425	787	8	predictive	predictive	ADJ
cblr-3425	787	9	contracting	contracting	NOUN
cblr-3425	787	10	will	will	AUX
cblr-3425	787	11	focus	focus	VERB
cblr-3425	787	12	on	on	ADP
cblr-3425	787	13	relatively	relatively	ADV
cblr-3425	787	14	simple	simple	ADJ
cblr-3425	787	15	contracting	contracting	NOUN
cblr-3425	787	16	scenarios	scenario	NOUN
cblr-3425	787	17	and	and	CCONJ
cblr-3425	787	18	will	will	AUX
cblr-3425	787	19	likely	likely	ADV
cblr-3425	787	20	not	not	PART
cblr-3425	787	21	include	include	VERB
cblr-3425	787	22	difficult	difficult	ADJ
cblr-3425	787	23	-	-	PUNCT
cblr-3425	787	24	toobtain	toobtain	NOUN
cblr-3425	787	25	variables	variable	NOUN
cblr-3425	787	26	such	such	ADJ
cblr-3425	787	27	as	as	ADP
cblr-3425	787	28	the	the	DET
cblr-3425	787	29	effects	effect	NOUN
cblr-3425	787	30	of	of	ADP
cblr-3425	787	31	relational	relational	ADJ
cblr-3425	787	32	contracting	contracting	NOUN
cblr-3425	787	33	.	.	PUNCT
cblr-3425	788	1	as	as	SCONJ
cblr-3425	788	2	predictive	predictive	ADJ
cblr-3425	788	3	contracting	contracting	NOUN
cblr-3425	788	4	systems	system	NOUN
cblr-3425	788	5	and	and	CCONJ
cblr-3425	788	6	their	their	PRON
cblr-3425	788	7	associated	associated	ADJ
cblr-3425	788	8	data	data	NOUN
cblr-3425	788	9	sets	set	NOUN
cblr-3425	788	10	improve	improve	VERB
cblr-3425	788	11	and	and	CCONJ
cblr-3425	788	12	start	start	VERB
cblr-3425	788	13	to	to	PART
cblr-3425	788	14	analyze	analyze	VERB
cblr-3425	788	15	more	more	ADJ
cblr-3425	788	16	complex	complex	ADJ
cblr-3425	788	17	contracting	contracting	NOUN
cblr-3425	788	18	scenarios	scenario	NOUN
cblr-3425	788	19	,	,	PUNCT
cblr-3425	788	20	the	the	DET
cblr-3425	788	21	ability	ability	NOUN
cblr-3425	788	22	to	to	PART
cblr-3425	788	23	identify	identify	VERB
cblr-3425	788	24	effective	effective	ADJ
cblr-3425	788	25	proxies	proxy	NOUN
cblr-3425	788	26	for	for	ADP
cblr-3425	788	27	difficultto	difficultto	ADJ
cblr-3425	788	28	-	-	PUNCT
cblr-3425	788	29	obtain	obtain	ADJ
cblr-3425	788	30	variables	variable	NOUN
cblr-3425	788	31	will	will	AUX
cblr-3425	788	32	become	become	VERB
cblr-3425	788	33	a	a	DET
cblr-3425	788	34	key	key	ADJ
cblr-3425	788	35	feature	feature	NOUN
cblr-3425	788	36	of	of	ADP
cblr-3425	788	37	model	model	NOUN
cblr-3425	788	38	design	design	NOUN
cblr-3425	788	39	.	.	PUNCT
cblr-3425	789	1	another	another	DET
cblr-3425	789	2	technical	technical	ADJ
cblr-3425	789	3	concern	concern	NOUN
cblr-3425	789	4	is	be	AUX
cblr-3425	789	5	whether	whether	SCONJ
cblr-3425	789	6	the	the	DET
cblr-3425	789	7	contracts	contract	NOUN
cblr-3425	789	8	in	in	ADP
cblr-3425	789	9	the	the	DET
cblr-3425	789	10	training	training	NOUN
cblr-3425	789	11	set	set	NOUN
cblr-3425	789	12	are	be	AUX
cblr-3425	789	13	representative	representative	ADJ
cblr-3425	789	14	of	of	ADP
cblr-3425	789	15	future	future	ADJ
cblr-3425	789	16	contracts	contract	NOUN
cblr-3425	789	17	.	.	PUNCT
cblr-3425	790	1	machine	machine	NOUN
cblr-3425	790	2	241	241	NUM
cblr-3425	790	3	see	see	VERB
cblr-3425	790	4	surden	surden	NOUN
cblr-3425	790	5	,	,	PUNCT
cblr-3425	790	6	supra	supra	PROPN
cblr-3425	790	7	note	note	PROPN
cblr-3425	790	8	108	108	NUM
cblr-3425	790	9	,	,	PUNCT
cblr-3425	790	10	at	at	ADP
cblr-3425	790	11	683–84	683–84	NOUN
cblr-3425	790	12	(	(	PUNCT
cblr-3425	790	13	defining	define	VERB
cblr-3425	790	14	a	a	DET
cblr-3425	790	15	relational	relational	ADJ
cblr-3425	790	16	contract	contract	NOUN
cblr-3425	790	17	as	as	ADP
cblr-3425	790	18	one	one	NUM
cblr-3425	790	19	in	in	ADP
cblr-3425	790	20	which	which	PRON
cblr-3425	790	21	“	"	PUNCT
cblr-3425	790	22	the	the	DET
cblr-3425	790	23	parties	party	NOUN
cblr-3425	790	24	are	be	AUX
cblr-3425	790	25	incapable	incapable	ADJ
cblr-3425	790	26	of	of	ADP
cblr-3425	790	27	reducing	reduce	VERB
cblr-3425	790	28	important	important	ADJ
cblr-3425	790	29	terms	term	NOUN
cblr-3425	790	30	of	of	ADP
cblr-3425	790	31	the	the	DET
cblr-3425	790	32	arrangement	arrangement	NOUN
cblr-3425	790	33	to	to	ADP
cblr-3425	790	34	well	well	ADV
cblr-3425	790	35	-	-	PUNCT
cblr-3425	790	36	defined	define	VERB
cblr-3425	790	37	obligations	obligation	NOUN
cblr-3425	790	38	”	"	PUNCT
cblr-3425	790	39	)	)	PUNCT
cblr-3425	790	40	(	(	PUNCT
cblr-3425	791	1	quoting	quote	VERB
cblr-3425	791	2	charles	charles	PROPN
cblr-3425	791	3	j.	j.	PROPN
cblr-3425	791	4	goetz	goetz	PROPN
cblr-3425	791	5	&	&	CCONJ
cblr-3425	791	6	robert	robert	PROPN
cblr-3425	791	7	e.	e.	PROPN
cblr-3425	791	8	scott	scott	PROPN
cblr-3425	791	9	,	,	PUNCT
cblr-3425	791	10	principles	principle	NOUN
cblr-3425	791	11	of	of	ADP
cblr-3425	791	12	relational	relational	ADJ
cblr-3425	791	13	contracts	contract	NOUN
cblr-3425	791	14	,	,	PUNCT
cblr-3425	791	15	67	67	NUM
cblr-3425	791	16	va	va	NOUN
cblr-3425	791	17	.	.	PUNCT
cblr-3425	791	18	l.	l.	PROPN
cblr-3425	791	19	rev	rev	PROPN
cblr-3425	791	20	.	.	PROPN
cblr-3425	791	21	1089	1089	NUM
cblr-3425	791	22	,	,	PUNCT
cblr-3425	791	23	1091	1091	NUM
cblr-3425	791	24	(	(	PUNCT
cblr-3425	791	25	1981	1981	NUM
cblr-3425	791	26	)	)	PUNCT
cblr-3425	791	27	)	)	PUNCT
cblr-3425	791	28	;	;	PUNCT
cblr-3425	791	29	surden	surden	VERB
cblr-3425	791	30	,	,	PUNCT
cblr-3425	791	31	supra	supra	PROPN
cblr-3425	791	32	note	note	PROPN
cblr-3425	791	33	35	35	NUM
cblr-3425	791	34	,	,	PUNCT
cblr-3425	791	35	at	at	ADP
cblr-3425	791	36	106–07	106–07	NUM
cblr-3425	791	37	.	.	PUNCT
cblr-3425	792	1	for	for	ADP
cblr-3425	792	2	a	a	DET
cblr-3425	792	3	discussion	discussion	NOUN
cblr-3425	792	4	of	of	ADP
cblr-3425	792	5	relational	relational	ADJ
cblr-3425	792	6	contracting	contracting	NOUN
cblr-3425	792	7	and	and	CCONJ
cblr-3425	792	8	the	the	DET
cblr-3425	792	9	role	role	NOUN
cblr-3425	792	10	of	of	ADP
cblr-3425	792	11	norms	norm	NOUN
cblr-3425	792	12	and	and	CCONJ
cblr-3425	792	13	institutions	institution	NOUN
cblr-3425	792	14	,	,	PUNCT
cblr-3425	792	15	see	see	VERB
cblr-3425	792	16	generally	generally	ADV
cblr-3425	792	17	lisa	lisa	PROPN
cblr-3425	792	18	bernstein	bernstein	PROPN
cblr-3425	792	19	,	,	PUNCT
cblr-3425	792	20	beyond	beyond	ADP
cblr-3425	792	21	relational	relational	ADJ
cblr-3425	792	22	contracts	contract	NOUN
cblr-3425	792	23	:	:	PUNCT
cblr-3425	792	24	social	social	ADJ
cblr-3425	792	25	capital	capital	NOUN
cblr-3425	792	26	and	and	CCONJ
cblr-3425	792	27	network	network	NOUN
cblr-3425	792	28	governance	governance	NOUN
cblr-3425	792	29	in	in	ADP
cblr-3425	792	30	procurement	procurement	NOUN
cblr-3425	792	31	contracts	contract	NOUN
cblr-3425	792	32	,	,	PUNCT
cblr-3425	792	33	7	7	NUM
cblr-3425	792	34	j.	j.	PROPN
cblr-3425	792	35	legal	legal	ADJ
cblr-3425	792	36	analysis	analysis	NOUN
cblr-3425	792	37	561	561	NUM
cblr-3425	792	38	(	(	PUNCT
cblr-3425	792	39	2015	2015	NUM
cblr-3425	792	40	)	)	PUNCT
cblr-3425	792	41	;	;	PUNCT
cblr-3425	792	42	lisa	lisa	PROPN
cblr-3425	792	43	bernstein	bernstein	PROPN
cblr-3425	792	44	,	,	PUNCT
cblr-3425	792	45	opting	opt	VERB
cblr-3425	792	46	out	out	ADP
cblr-3425	792	47	of	of	ADP
cblr-3425	792	48	the	the	DET
cblr-3425	792	49	legal	legal	ADJ
cblr-3425	792	50	system	system	NOUN
cblr-3425	792	51	:	:	PUNCT
cblr-3425	792	52	extralegal	extralegal	ADJ
cblr-3425	792	53	contractual	contractual	ADJ
cblr-3425	792	54	relations	relation	NOUN
cblr-3425	792	55	in	in	ADP
cblr-3425	792	56	the	the	DET
cblr-3425	792	57	diamond	diamond	NOUN
cblr-3425	792	58	industry	industry	NOUN
cblr-3425	792	59	,	,	PUNCT
cblr-3425	792	60	21	21	NUM
cblr-3425	792	61	j.	j.	PROPN
cblr-3425	792	62	legal	legal	ADJ
cblr-3425	792	63	stud	stud	NOUN
cblr-3425	792	64	.	.	PUNCT
cblr-3425	793	1	115	115	NUM
cblr-3425	793	2	(	(	PUNCT
cblr-3425	793	3	1992	1992	NUM
cblr-3425	793	4	)	)	PUNCT
cblr-3425	793	5	;	;	PUNCT
cblr-3425	794	1	lisa	lisa	PROPN
cblr-3425	794	2	bernstein	bernstein	PROPN
cblr-3425	794	3	,	,	PUNCT
cblr-3425	794	4	private	private	ADJ
cblr-3425	794	5	commercial	commercial	ADJ
cblr-3425	794	6	law	law	NOUN
cblr-3425	794	7	in	in	ADP
cblr-3425	794	8	the	the	DET
cblr-3425	794	9	cotton	cotton	NOUN
cblr-3425	794	10	industry	industry	NOUN
cblr-3425	794	11	:	:	PUNCT
cblr-3425	794	12	creating	create	VERB
cblr-3425	794	13	cooperation	cooperation	NOUN
cblr-3425	794	14	through	through	ADP
cblr-3425	794	15	rules	rule	NOUN
cblr-3425	794	16	,	,	PUNCT
cblr-3425	794	17	norms	norm	NOUN
cblr-3425	794	18	,	,	PUNCT
cblr-3425	794	19	and	and	CCONJ
cblr-3425	794	20	institutions	institution	NOUN
cblr-3425	794	21	,	,	PUNCT
cblr-3425	794	22	99	99	NUM
cblr-3425	794	23	mich	mich	X
cblr-3425	794	24	.	.	PUNCT
cblr-3425	794	25	l.	l.	PROPN
cblr-3425	794	26	rev	rev	PROPN
cblr-3425	794	27	.	.	PROPN
cblr-3425	794	28	1724	1724	NUM
cblr-3425	794	29	(	(	PUNCT
cblr-3425	794	30	2001	2001	NUM
cblr-3425	794	31	)	)	PUNCT
cblr-3425	794	32	.	.	PUNCT
cblr-3425	795	1	688	688	NUM
cblr-3425	795	2	columbia	columbia	PROPN
cblr-3425	795	3	business	business	NOUN
cblr-3425	795	4	law	law	NOUN
cblr-3425	795	5	review	review	NOUN
cblr-3425	795	6	[	[	X
cblr-3425	795	7	vol	vol	NOUN
cblr-3425	795	8	.	.	NOUN
cblr-3425	795	9	2019	2019	NUM
cblr-3425	795	10	learning	learning	NOUN
cblr-3425	795	11	models	model	NOUN
cblr-3425	795	12	struggle	struggle	VERB
cblr-3425	795	13	at	at	ADP
cblr-3425	795	14	predicting	predict	VERB
cblr-3425	795	15	outcomes	outcome	NOUN
cblr-3425	795	16	for	for	ADP
cblr-3425	795	17	scenarios	scenario	NOUN
cblr-3425	795	18	that	that	PRON
cblr-3425	795	19	differ	differ	VERB
cblr-3425	795	20	substantially	substantially	ADV
cblr-3425	795	21	from	from	ADP
cblr-3425	795	22	their	their	PRON
cblr-3425	795	23	training	training	NOUN
cblr-3425	795	24	data.242	data.242	NOUN
cblr-3425	795	25	for	for	ADP
cblr-3425	795	26	example	example	NOUN
cblr-3425	795	27	,	,	PUNCT
cblr-3425	795	28	a	a	DET
cblr-3425	795	29	contract	contract	NOUN
cblr-3425	795	30	drafter	drafter	NOUN
cblr-3425	795	31	should	should	AUX
cblr-3425	795	32	not	not	PART
cblr-3425	795	33	use	use	VERB
cblr-3425	795	34	a	a	DET
cblr-3425	795	35	predictive	predictive	ADJ
cblr-3425	795	36	contracting	contracting	NOUN
cblr-3425	795	37	model	model	NOUN
cblr-3425	795	38	trained	train	VERB
cblr-3425	795	39	on	on	ADP
cblr-3425	795	40	sales	sale	NOUN
cblr-3425	795	41	agreements	agreement	NOUN
cblr-3425	795	42	to	to	PART
cblr-3425	795	43	predict	predict	VERB
cblr-3425	795	44	the	the	DET
cblr-3425	795	45	cost	cost	NOUN
cblr-3425	795	46	of	of	ADP
cblr-3425	795	47	drafting	draft	VERB
cblr-3425	795	48	a	a	DET
cblr-3425	795	49	licensing	licensing	NOUN
cblr-3425	795	50	agreement	agreement	NOUN
cblr-3425	795	51	.	.	PUNCT
cblr-3425	796	1	a	a	DET
cblr-3425	796	2	predictive	predictive	ADJ
cblr-3425	796	3	contracting	contracting	NOUN
cblr-3425	796	4	model	model	NOUN
cblr-3425	796	5	will	will	AUX
cblr-3425	796	6	produce	produce	VERB
cblr-3425	796	7	far	far	ADV
cblr-3425	796	8	more	more	ADV
cblr-3425	796	9	accurate	accurate	ADJ
cblr-3425	796	10	predictions	prediction	NOUN
cblr-3425	796	11	if	if	SCONJ
cblr-3425	796	12	the	the	DET
cblr-3425	796	13	contracting	contracting	NOUN
cblr-3425	796	14	scenarios	scenario	NOUN
cblr-3425	796	15	being	be	AUX
cblr-3425	796	16	analyzed	analyze	VERB
cblr-3425	796	17	are	be	AUX
cblr-3425	796	18	similar	similar	ADJ
cblr-3425	796	19	to	to	ADP
cblr-3425	796	20	those	those	PRON
cblr-3425	796	21	on	on	ADP
cblr-3425	796	22	which	which	PRON
cblr-3425	796	23	the	the	DET
cblr-3425	796	24	model	model	NOUN
cblr-3425	796	25	was	be	AUX
cblr-3425	796	26	trained	train	VERB
cblr-3425	796	27	.	.	PUNCT
cblr-3425	797	1	users	user	NOUN
cblr-3425	797	2	can	can	AUX
cblr-3425	797	3	help	help	VERB
cblr-3425	797	4	ensure	ensure	VERB
cblr-3425	797	5	the	the	DET
cblr-3425	797	6	representativeness	representativeness	NOUN
cblr-3425	797	7	of	of	ADP
cblr-3425	797	8	a	a	DET
cblr-3425	797	9	predictive	predictive	ADJ
cblr-3425	797	10	contracting	contracting	NOUN
cblr-3425	797	11	model	model	NOUN
cblr-3425	797	12	by	by	ADP
cblr-3425	797	13	periodically	periodically	ADV
cblr-3425	797	14	updating	update	VERB
cblr-3425	797	15	the	the	DET
cblr-3425	797	16	training	training	NOUN
cblr-3425	797	17	set	set	VERB
cblr-3425	797	18	with	with	ADP
cblr-3425	797	19	new	new	ADJ
cblr-3425	797	20	contracts	contract	NOUN
cblr-3425	797	21	and	and	CCONJ
cblr-3425	797	22	using	use	VERB
cblr-3425	797	23	this	this	DET
cblr-3425	797	24	updated	update	VERB
cblr-3425	797	25	data	datum	NOUN
cblr-3425	797	26	set	set	VERB
cblr-3425	797	27	to	to	PART
cblr-3425	797	28	retrain	retrain	VERB
cblr-3425	797	29	the	the	DET
cblr-3425	797	30	model	model	NOUN
cblr-3425	797	31	.	.	PUNCT
cblr-3425	798	1	a	a	DET
cblr-3425	798	2	predictive	predictive	ADJ
cblr-3425	798	3	contracting	contracting	NOUN
cblr-3425	798	4	model	model	NOUN
cblr-3425	798	5	can	can	AUX
cblr-3425	798	6	also	also	ADV
cblr-3425	798	7	produce	produce	VERB
cblr-3425	798	8	inaccurate	inaccurate	ADJ
cblr-3425	798	9	predictions	prediction	NOUN
cblr-3425	798	10	if	if	SCONJ
cblr-3425	798	11	the	the	DET
cblr-3425	798	12	training	training	NOUN
cblr-3425	798	13	set	set	NOUN
cblr-3425	798	14	is	be	AUX
cblr-3425	798	15	systematically	systematically	ADV
cblr-3425	798	16	biased.243	biased.243	VERB
cblr-3425	798	17	for	for	ADP
cblr-3425	798	18	example	example	NOUN
cblr-3425	798	19	,	,	PUNCT
cblr-3425	798	20	if	if	SCONJ
cblr-3425	798	21	a	a	DET
cblr-3425	798	22	predictive	predictive	ADJ
cblr-3425	798	23	contracting	contracting	NOUN
cblr-3425	798	24	model	model	NOUN
cblr-3425	798	25	is	be	AUX
cblr-3425	798	26	trained	train	VERB
cblr-3425	798	27	on	on	ADP
cblr-3425	798	28	a	a	DET
cblr-3425	798	29	set	set	NOUN
cblr-3425	798	30	of	of	ADP
cblr-3425	798	31	contracts	contract	NOUN
cblr-3425	798	32	all	all	PRON
cblr-3425	798	33	drafted	draft	VERB
cblr-3425	798	34	by	by	ADP
cblr-3425	798	35	the	the	DET
cblr-3425	798	36	same	same	ADJ
cblr-3425	798	37	law	law	NOUN
cblr-3425	798	38	firm	firm	NOUN
cblr-3425	798	39	,	,	PUNCT
cblr-3425	798	40	and	and	CCONJ
cblr-3425	798	41	the	the	DET
cblr-3425	798	42	firm	firm	NOUN
cblr-3425	798	43	has	have	VERB
cblr-3425	798	44	an	an	DET
cblr-3425	798	45	idiosyncratic	idiosyncratic	ADJ
cblr-3425	798	46	preference	preference	NOUN
cblr-3425	798	47	for	for	ADP
cblr-3425	798	48	a	a	DET
cblr-3425	798	49	particular	particular	ADJ
cblr-3425	798	50	set	set	NOUN
cblr-3425	798	51	of	of	ADP
cblr-3425	798	52	terms	term	NOUN
cblr-3425	798	53	,	,	PUNCT
cblr-3425	798	54	the	the	DET
cblr-3425	798	55	model	model	NOUN
cblr-3425	798	56	will	will	AUX
cblr-3425	798	57	be	be	AUX
cblr-3425	798	58	biased	bias	VERB
cblr-3425	798	59	in	in	ADP
cblr-3425	798	60	favor	favor	NOUN
cblr-3425	798	61	of	of	ADP
cblr-3425	798	62	these	these	DET
cblr-3425	798	63	terms	term	NOUN
cblr-3425	798	64	.	.	PUNCT
cblr-3425	799	1	when	when	SCONJ
cblr-3425	799	2	training	train	VERB
cblr-3425	799	3	a	a	DET
cblr-3425	799	4	model	model	NOUN
cblr-3425	799	5	,	,	PUNCT
cblr-3425	799	6	contract	contract	NOUN
cblr-3425	799	7	drafters	drafter	NOUN
cblr-3425	799	8	should	should	AUX
cblr-3425	799	9	be	be	AUX
cblr-3425	799	10	aware	aware	ADJ
cblr-3425	799	11	of	of	ADP
cblr-3425	799	12	potential	potential	ADJ
cblr-3425	799	13	biases	bias	NOUN
cblr-3425	799	14	in	in	ADP
cblr-3425	799	15	the	the	DET
cblr-3425	799	16	training	training	NOUN
cblr-3425	799	17	set	set	NOUN
cblr-3425	799	18	.	.	PUNCT
cblr-3425	800	1	in	in	ADP
cblr-3425	800	2	addition	addition	NOUN
cblr-3425	800	3	,	,	PUNCT
cblr-3425	800	4	machine	machine	NOUN
cblr-3425	800	5	learning	learn	VERB
cblr-3425	800	6	researchers	researcher	NOUN
cblr-3425	800	7	are	be	AUX
cblr-3425	800	8	developing	develop	VERB
cblr-3425	800	9	methods	method	NOUN
cblr-3425	800	10	to	to	ADP
cblr-3425	800	11	debias	debias	PROPN
cblr-3425	800	12	data	datum	NOUN
cblr-3425	800	13	sets.244	sets.244	VERB
cblr-3425	800	14	predictive	predictive	ADJ
cblr-3425	800	15	contracting	contracting	NOUN
cblr-3425	800	16	systems	system	NOUN
cblr-3425	800	17	will	will	AUX
cblr-3425	800	18	also	also	ADV
cblr-3425	800	19	face	face	VERB
cblr-3425	800	20	challenges	challenge	NOUN
cblr-3425	800	21	regarding	regard	VERB
cblr-3425	800	22	the	the	DET
cblr-3425	800	23	interpretability	interpretability	NOUN
cblr-3425	800	24	of	of	ADP
cblr-3425	800	25	their	their	PRON
cblr-3425	800	26	results	result	NOUN
cblr-3425	800	27	.	.	PUNCT
cblr-3425	801	1	like	like	ADP
cblr-3425	801	2	other	other	ADJ
cblr-3425	801	3	prediction	prediction	NOUN
cblr-3425	801	4	systems	system	NOUN
cblr-3425	801	5	based	base	VERB
cblr-3425	801	6	on	on	ADP
cblr-3425	801	7	machine	machine	NOUN
cblr-3425	801	8	learning	learning	NOUN
cblr-3425	801	9	,	,	PUNCT
cblr-3425	801	10	predictive	predictive	ADJ
cblr-3425	801	11	contracting	contracting	NOUN
cblr-3425	801	12	systems	system	NOUN
cblr-3425	801	13	will	will	AUX
cblr-3425	801	14	not	not	PART
cblr-3425	801	15	necessarily	necessarily	ADV
cblr-3425	801	16	be	be	AUX
cblr-3425	801	17	able	able	ADJ
cblr-3425	801	18	to	to	PART
cblr-3425	801	19	tell	tell	VERB
cblr-3425	801	20	contract	contract	NOUN
cblr-3425	801	21	drafters	drafter	NOUN
cblr-3425	801	22	why	why	SCONJ
cblr-3425	801	23	the	the	DET
cblr-3425	801	24	identified	identify	VERB
cblr-3425	801	25	connections	connection	NOUN
cblr-3425	801	26	between	between	ADP
cblr-3425	801	27	contract	contract	NOUN
cblr-3425	801	28	terms	term	NOUN
cblr-3425	801	29	and	and	CCONJ
cblr-3425	801	30	outcomes	outcome	NOUN
cblr-3425	801	31	exist	exist	VERB
cblr-3425	801	32	.	.	PUNCT
cblr-3425	802	1	while	while	SCONJ
cblr-3425	802	2	“	"	PUNCT
cblr-3425	802	3	black	black	ADJ
cblr-3425	802	4	box	box	NOUN
cblr-3425	802	5	”	"	PUNCT
cblr-3425	802	6	models	model	NOUN
cblr-3425	802	7	are	be	AUX
cblr-3425	802	8	useful	useful	ADJ
cblr-3425	802	9	for	for	ADP
cblr-3425	802	10	identifying	identify	VERB
cblr-3425	802	11	connections	connection	NOUN
cblr-3425	802	12	that	that	PRON
cblr-3425	802	13	are	be	AUX
cblr-3425	802	14	otherwise	otherwise	ADV
cblr-3425	802	15	difficult	difficult	ADJ
cblr-3425	802	16	or	or	CCONJ
cblr-3425	802	17	impossible	impossible	ADJ
cblr-3425	802	18	to	to	PART
cblr-3425	802	19	identify	identify	VERB
cblr-3425	802	20	,	,	PUNCT
cblr-3425	802	21	understanding	understand	VERB
cblr-3425	802	22	the	the	DET
cblr-3425	802	23	source	source	NOUN
cblr-3425	802	24	of	of	ADP
cblr-3425	802	25	these	these	DET
cblr-3425	802	26	242	242	NUM
cblr-3425	802	27	see	see	NOUN
cblr-3425	802	28	dolin	dolin	NOUN
cblr-3425	802	29	,	,	PUNCT
cblr-3425	802	30	supra	supra	PROPN
cblr-3425	802	31	note	note	PROPN
cblr-3425	802	32	82	82	NUM
cblr-3425	802	33	,	,	PUNCT
cblr-3425	802	34	at	at	ADP
cblr-3425	802	35	2	2	NUM
cblr-3425	802	36	;	;	PUNCT
cblr-3425	802	37	ng	ng	PROPN
cblr-3425	802	38	,	,	PUNCT
cblr-3425	802	39	supra	supra	PROPN
cblr-3425	802	40	note	note	PROPN
cblr-3425	802	41	72	72	NUM
cblr-3425	802	42	,	,	PUNCT
cblr-3425	802	43	at	at	ADP
cblr-3425	802	44	30–31	30–31	NUM
cblr-3425	802	45	;	;	PUNCT
cblr-3425	802	46	remus	remus	PROPN
cblr-3425	802	47	&	&	CCONJ
cblr-3425	802	48	levy	levy	PROPN
cblr-3425	802	49	,	,	PUNCT
cblr-3425	802	50	supra	supra	PROPN
cblr-3425	802	51	note	note	NOUN
cblr-3425	802	52	44	44	NUM
cblr-3425	802	53	,	,	PUNCT
cblr-3425	802	54	at	at	ADP
cblr-3425	802	55	511	511	NUM
cblr-3425	802	56	(	(	PUNCT
cblr-3425	802	57	using	use	VERB
cblr-3425	802	58	the	the	DET
cblr-3425	802	59	example	example	NOUN
cblr-3425	802	60	of	of	ADP
cblr-3425	802	61	autonomous	autonomous	ADJ
cblr-3425	802	62	vehicles	vehicle	NOUN
cblr-3425	802	63	having	have	VERB
cblr-3425	802	64	difficulty	difficulty	NOUN
cblr-3425	802	65	driving	drive	VERB
cblr-3425	802	66	on	on	ADP
cblr-3425	802	67	roads	road	NOUN
cblr-3425	802	68	that	that	PRON
cblr-3425	802	69	contain	contain	VERB
cblr-3425	802	70	hazards	hazard	NOUN
cblr-3425	802	71	not	not	PART
cblr-3425	802	72	contained	contain	VERB
cblr-3425	802	73	in	in	ADP
cblr-3425	802	74	their	their	PRON
cblr-3425	802	75	training	training	NOUN
cblr-3425	802	76	sets	set	NOUN
cblr-3425	802	77	)	)	PUNCT
cblr-3425	802	78	;	;	PUNCT
cblr-3425	802	79	surden	surden	VERB
cblr-3425	802	80	,	,	PUNCT
cblr-3425	802	81	supra	supra	PROPN
cblr-3425	802	82	note	note	PROPN
cblr-3425	802	83	35	35	NUM
cblr-3425	802	84	,	,	PUNCT
cblr-3425	802	85	at	at	ADP
cblr-3425	802	86	105	105	NUM
cblr-3425	802	87	.	.	PUNCT
cblr-3425	803	1	but	but	CCONJ
cblr-3425	803	2	see	see	VERB
cblr-3425	803	3	mckamey	mckamey	NOUN
cblr-3425	803	4	,	,	PUNCT
cblr-3425	803	5	supra	supra	PROPN
cblr-3425	803	6	note	note	NOUN
cblr-3425	803	7	40	40	NUM
cblr-3425	803	8	,	,	PUNCT
cblr-3425	803	9	at	at	ADP
cblr-3425	803	10	52–54	52–54	NUM
cblr-3425	803	11	.	.	PUNCT
cblr-3425	804	1	243	243	NUM
cblr-3425	804	2	see	see	NOUN
cblr-3425	804	3	surden	surden	NOUN
cblr-3425	804	4	,	,	PUNCT
cblr-3425	804	5	supra	supra	PROPN
cblr-3425	804	6	note	note	PROPN
cblr-3425	804	7	35	35	NUM
cblr-3425	804	8	,	,	PUNCT
cblr-3425	804	9	at	at	ADP
cblr-3425	804	10	106	106	NUM
cblr-3425	804	11	.	.	PUNCT
cblr-3425	805	1	244	244	NUM
cblr-3425	805	2	see	see	VERB
cblr-3425	805	3	tolga	tolga	PROPN
cblr-3425	805	4	bolukbasi	bolukbasi	PROPN
cblr-3425	805	5	,	,	PUNCT
cblr-3425	805	6	kai	kai	PROPN
cblr-3425	805	7	-	-	PUNCT
cblr-3425	805	8	wei	wei	PROPN
cblr-3425	805	9	chang	chang	PROPN
cblr-3425	805	10	,	,	PUNCT
cblr-3425	805	11	james	james	PROPN
cblr-3425	805	12	zou	zou	PROPN
cblr-3425	805	13	,	,	PUNCT
cblr-3425	805	14	venkatesh	venkatesh	PROPN
cblr-3425	805	15	saligrama	saligrama	PROPN
cblr-3425	805	16	&	&	CCONJ
cblr-3425	805	17	adam	adam	PROPN
cblr-3425	805	18	kalai	kalai	PROPN
cblr-3425	805	19	,	,	PUNCT
cblr-3425	805	20	quantifying	quantify	VERB
cblr-3425	805	21	and	and	CCONJ
cblr-3425	805	22	reducing	reduce	VERB
cblr-3425	805	23	stereotypes	stereotype	NOUN
cblr-3425	805	24	in	in	ADP
cblr-3425	805	25	word	word	NOUN
cblr-3425	805	26	embeddings	embedding	NOUN
cblr-3425	805	27	,	,	PUNCT
cblr-3425	805	28	2016	2016	NUM
cblr-3425	805	29	icml	icml	NOUN
cblr-3425	805	30	workshop	workshop	NOUN
cblr-3425	805	31	on	on	ADP
cblr-3425	805	32	#	#	SYM
cblr-3425	805	33	data4good	data4good	NOUN
cblr-3425	805	34	:	:	PUNCT
cblr-3425	805	35	machine	machine	NOUN
cblr-3425	805	36	learning	learning	NOUN
cblr-3425	805	37	in	in	ADP
cblr-3425	805	38	social	social	ADJ
cblr-3425	805	39	good	good	ADJ
cblr-3425	805	40	applications	application	NOUN
cblr-3425	805	41	,	,	PUNCT
cblr-3425	805	42	at	at	ADP
cblr-3425	805	43	43	43	NUM
cblr-3425	805	44	(	(	PUNCT
cblr-3425	805	45	2016	2016	NUM
cblr-3425	805	46	)	)	PUNCT
cblr-3425	805	47	,	,	PUNCT
cblr-3425	805	48	https://arxiv.org/pdf/1606.06121.pdf	https://arxiv.org/pdf/1606.06121.pdf	PROPN
cblr-3425	805	49	[	[	X
cblr-3425	805	50	https://perma.cc/ub8w-zdvk	https://perma.cc/ub8w-zdvk	X
cblr-3425	805	51	]	]	X
cblr-3425	805	52	(	(	PUNCT
cblr-3425	805	53	developing	develop	VERB
cblr-3425	805	54	an	an	DET
cblr-3425	805	55	algorithm	algorithm	NOUN
cblr-3425	805	56	to	to	PART
cblr-3425	805	57	reduce	reduce	VERB
cblr-3425	805	58	gender	gender	NOUN
cblr-3425	805	59	stereotyping	stereotyping	NOUN
cblr-3425	805	60	in	in	ADP
cblr-3425	805	61	text	text	NOUN
cblr-3425	805	62	data	datum	NOUN
cblr-3425	805	63	)	)	PUNCT
cblr-3425	805	64	.	.	PUNCT
cblr-3425	806	1	no	no	INTJ
cblr-3425	806	2	.	.	NOUN
cblr-3425	806	3	2:621	2:621	NUM
cblr-3425	806	4	]	]	X
cblr-3425	806	5	predictive	predictive	ADJ
cblr-3425	806	6	contracting	contract	VERB
cblr-3425	806	7	689	689	NUM
cblr-3425	806	8	connections	connection	NOUN
cblr-3425	806	9	is	be	AUX
cblr-3425	806	10	important	important	ADJ
cblr-3425	806	11	for	for	ADP
cblr-3425	806	12	contract	contract	NOUN
cblr-3425	806	13	drafters	drafter	NOUN
cblr-3425	806	14	to	to	PART
cblr-3425	806	15	make	make	VERB
cblr-3425	806	16	informed	informed	ADJ
cblr-3425	806	17	contract	contract	NOUN
cblr-3425	806	18	design	design	NOUN
cblr-3425	806	19	decisions.245	decisions.245	VERB
cblr-3425	806	20	contract	contract	NOUN
cblr-3425	806	21	drafters	drafter	NOUN
cblr-3425	806	22	will	will	AUX
cblr-3425	806	23	need	need	VERB
cblr-3425	806	24	to	to	PART
cblr-3425	806	25	use	use	VERB
cblr-3425	806	26	their	their	PRON
cblr-3425	806	27	knowledge	knowledge	NOUN
cblr-3425	806	28	and	and	CCONJ
cblr-3425	806	29	expertise	expertise	NOUN
cblr-3425	806	30	to	to	PART
cblr-3425	806	31	interpret	interpret	VERB
cblr-3425	806	32	the	the	DET
cblr-3425	806	33	results	result	NOUN
cblr-3425	806	34	of	of	ADP
cblr-3425	806	35	predictive	predictive	ADJ
cblr-3425	806	36	contracting	contracting	NOUN
cblr-3425	806	37	models	model	NOUN
cblr-3425	806	38	.	.	PUNCT
cblr-3425	807	1	in	in	ADP
cblr-3425	807	2	addition	addition	NOUN
cblr-3425	807	3	,	,	PUNCT
cblr-3425	807	4	machine	machine	NOUN
cblr-3425	807	5	learning	learn	VERB
cblr-3425	807	6	researchers	researcher	NOUN
cblr-3425	807	7	are	be	AUX
cblr-3425	807	8	developing	develop	VERB
cblr-3425	807	9	methods	method	NOUN
cblr-3425	807	10	to	to	PART
cblr-3425	807	11	increase	increase	VERB
cblr-3425	807	12	the	the	DET
cblr-3425	807	13	interpretability	interpretability	NOUN
cblr-3425	807	14	of	of	ADP
cblr-3425	807	15	machine	machine	NOUN
cblr-3425	807	16	learning	learn	VERB
cblr-3425	807	17	models.246	models.246	PROPN
cblr-3425	807	18	2	2	NUM
cblr-3425	807	19	.	.	PUNCT
cblr-3425	807	20	privacy	privacy	NOUN
cblr-3425	807	21	and	and	CCONJ
cblr-3425	807	22	confidentiality	confidentiality	NOUN
cblr-3425	807	23	concerns	concern	NOUN
cblr-3425	807	24	about	about	ADP
cblr-3425	807	25	data	datum	NOUN
cblr-3425	807	26	privacy	privacy	NOUN
cblr-3425	807	27	and	and	CCONJ
cblr-3425	807	28	confidentiality	confidentiality	NOUN
cblr-3425	807	29	have	have	AUX
cblr-3425	807	30	increased	increase	VERB
cblr-3425	807	31	substantially	substantially	ADV
cblr-3425	807	32	in	in	ADP
cblr-3425	807	33	recent	recent	ADJ
cblr-3425	807	34	years	year	NOUN
cblr-3425	807	35	.	.	PUNCT
cblr-3425	808	1	numerous	numerous	ADJ
cblr-3425	808	2	large	large	ADJ
cblr-3425	808	3	companies	company	NOUN
cblr-3425	808	4	have	have	AUX
cblr-3425	808	5	had	have	VERB
cblr-3425	808	6	customer	customer	NOUN
cblr-3425	808	7	data	datum	NOUN
cblr-3425	808	8	stolen	steal	VERB
cblr-3425	808	9	or	or	CCONJ
cblr-3425	808	10	misused.247	misused.247	NOUN
cblr-3425	808	11	governments	government	NOUN
cblr-3425	808	12	have	have	AUX
cblr-3425	808	13	responded	respond	VERB
cblr-3425	808	14	by	by	ADP
cblr-3425	808	15	stepping	step	VERB
cblr-3425	808	16	up	up	ADP
cblr-3425	808	17	scrutiny	scrutiny	NOUN
cblr-3425	808	18	of	of	ADP
cblr-3425	808	19	how	how	SCONJ
cblr-3425	808	20	companies	company	NOUN
cblr-3425	808	21	collect	collect	VERB
cblr-3425	808	22	,	,	PUNCT
cblr-3425	808	23	store	store	NOUN
cblr-3425	808	24	,	,	PUNCT
cblr-3425	808	25	and	and	CCONJ
cblr-3425	808	26	use	use	VERB
cblr-3425	808	27	customer	customer	NOUN
cblr-3425	808	28	data	datum	NOUN
cblr-3425	808	29	,	,	PUNCT
cblr-3425	808	30	most	most	ADV
cblr-3425	808	31	notably	notably	ADV
cblr-3425	808	32	the	the	DET
cblr-3425	808	33	general	general	ADJ
cblr-3425	808	34	data	data	PROPN
cblr-3425	808	35	protection	protection	NOUN
cblr-3425	808	36	regulation	regulation	NOUN
cblr-3425	808	37	in	in	ADP
cblr-3425	808	38	the	the	DET
cblr-3425	808	39	european	european	ADJ
cblr-3425	808	40	245	245	NUM
cblr-3425	808	41	see	see	PROPN
cblr-3425	808	42	katz	katz	PROPN
cblr-3425	808	43	,	,	PUNCT
cblr-3425	808	44	supra	supra	PROPN
cblr-3425	808	45	note	note	PROPN
cblr-3425	808	46	22	22	NUM
cblr-3425	808	47	,	,	PUNCT
cblr-3425	808	48	at	at	ADP
cblr-3425	808	49	950	950	NUM
cblr-3425	808	50	n.198	n.198	ADJ
cblr-3425	808	51	and	and	CCONJ
cblr-3425	808	52	accompanying	accompany	VERB
cblr-3425	808	53	text	text	NOUN
cblr-3425	808	54	;	;	PUNCT
cblr-3425	808	55	scholz	scholz	NOUN
cblr-3425	808	56	,	,	PUNCT
cblr-3425	808	57	supra	supra	PROPN
cblr-3425	808	58	note	note	PROPN
cblr-3425	808	59	156	156	NUM
cblr-3425	808	60	,	,	PUNCT
cblr-3425	808	61	at	at	ADP
cblr-3425	808	62	160	160	NUM
cblr-3425	808	63	(	(	PUNCT
cblr-3425	808	64	describing	describe	VERB
cblr-3425	808	65	how	how	SCONJ
cblr-3425	808	66	many	many	ADJ
cblr-3425	808	67	companies	company	NOUN
cblr-3425	808	68	use	use	VERB
cblr-3425	808	69	machine	machine	NOUN
cblr-3425	808	70	learning	learn	VERB
cblr-3425	808	71	algorithms	algorithm	NOUN
cblr-3425	808	72	to	to	PART
cblr-3425	808	73	“	"	PUNCT
cblr-3425	808	74	poke	poke	VERB
cblr-3425	808	75	around	around	ADP
cblr-3425	808	76	looking	look	VERB
cblr-3425	808	77	for	for	ADP
cblr-3425	808	78	patterns	pattern	NOUN
cblr-3425	808	79	”	"	PUNCT
cblr-3425	808	80	in	in	ADP
cblr-3425	808	81	data	datum	NOUN
cblr-3425	808	82	without	without	ADP
cblr-3425	808	83	understanding	understand	VERB
cblr-3425	808	84	why	why	SCONJ
cblr-3425	808	85	those	those	DET
cblr-3425	808	86	patterns	pattern	NOUN
cblr-3425	808	87	exist	exist	VERB
cblr-3425	808	88	)	)	PUNCT
cblr-3425	808	89	.	.	PUNCT
cblr-3425	809	1	246	246	NUM
cblr-3425	809	2	see	see	NOUN
cblr-3425	809	3	been	be	AUX
cblr-3425	809	4	kim	kim	PROPN
cblr-3425	809	5	,	,	PUNCT
cblr-3425	809	6	martin	martin	PROPN
cblr-3425	809	7	wattenberg	wattenberg	PROPN
cblr-3425	809	8	,	,	PUNCT
cblr-3425	809	9	justin	justin	PROPN
cblr-3425	809	10	gilmer	gilmer	PROPN
cblr-3425	809	11	,	,	PUNCT
cblr-3425	809	12	carrie	carrie	PROPN
cblr-3425	809	13	cai	cai	PROPN
cblr-3425	809	14	,	,	PUNCT
cblr-3425	809	15	james	james	PROPN
cblr-3425	809	16	wexler	wexler	PROPN
cblr-3425	809	17	,	,	PUNCT
cblr-3425	809	18	fernanda	fernanda	PROPN
cblr-3425	809	19	viegas	viegas	PROPN
cblr-3425	809	20	&	&	CCONJ
cblr-3425	809	21	rory	rory	PROPN
cblr-3425	809	22	sayres	sayres	PROPN
cblr-3425	809	23	,	,	PUNCT
cblr-3425	809	24	interpretability	interpretability	NOUN
cblr-3425	809	25	beyond	beyond	ADP
cblr-3425	809	26	feature	feature	NOUN
cblr-3425	809	27	attribution	attribution	NOUN
cblr-3425	809	28	:	:	PUNCT
cblr-3425	809	29	quantitative	quantitative	ADJ
cblr-3425	809	30	testing	testing	NOUN
cblr-3425	809	31	with	with	ADP
cblr-3425	809	32	concept	concept	NOUN
cblr-3425	809	33	activation	activation	NOUN
cblr-3425	809	34	vectors	vector	NOUN
cblr-3425	809	35	(	(	PUNCT
cblr-3425	809	36	tcav	tcav	NOUN
cblr-3425	809	37	)	)	PUNCT
cblr-3425	809	38	1	1	NUM
cblr-3425	809	39	(	(	PUNCT
cblr-3425	809	40	june	june	PROPN
cblr-3425	809	41	7	7	NUM
cblr-3425	809	42	,	,	PUNCT
cblr-3425	809	43	2018	2018	NUM
cblr-3425	809	44	)	)	PUNCT
cblr-3425	809	45	(	(	PUNCT
cblr-3425	809	46	unpublished	unpublished	ADJ
cblr-3425	809	47	manuscript	manuscript	NOUN
cblr-3425	809	48	)	)	PUNCT
cblr-3425	809	49	,	,	PUNCT
cblr-3425	809	50	https://arxiv.org/	https://arxiv.org/	INTJ
cblr-3425	809	51	abs/1711.11279	abs/1711.11279	NOUN
cblr-3425	809	52	[	[	X
cblr-3425	809	53	https://perma.cc/ara9-bx8n	https://perma.cc/ara9-bx8n	NOUN
cblr-3425	809	54	]	]	PUNCT
cblr-3425	809	55	(	(	PUNCT
cblr-3425	809	56	introducing	introduce	VERB
cblr-3425	809	57	concept	concept	NOUN
cblr-3425	809	58	activation	activation	NOUN
cblr-3425	809	59	vectors	vector	NOUN
cblr-3425	809	60	,	,	PUNCT
cblr-3425	809	61	which	which	PRON
cblr-3425	809	62	can	can	AUX
cblr-3425	809	63	be	be	AUX
cblr-3425	809	64	used	use	VERB
cblr-3425	809	65	to	to	PART
cblr-3425	809	66	assist	assist	VERB
cblr-3425	809	67	in	in	ADP
cblr-3425	809	68	the	the	DET
cblr-3425	809	69	interpretation	interpretation	NOUN
cblr-3425	809	70	of	of	ADP
cblr-3425	809	71	machine	machine	NOUN
cblr-3425	809	72	learning	learning	NOUN
cblr-3425	809	73	models	model	NOUN
cblr-3425	809	74	)	)	PUNCT
cblr-3425	809	75	.	.	PUNCT
cblr-3425	810	1	247	247	NUM
cblr-3425	810	2	in	in	ADP
cblr-3425	810	3	2017	2017	NUM
cblr-3425	810	4	,	,	PUNCT
cblr-3425	810	5	equifax	equifax	NOUN
cblr-3425	810	6	,	,	PUNCT
cblr-3425	810	7	one	one	NUM
cblr-3425	810	8	of	of	ADP
cblr-3425	810	9	the	the	DET
cblr-3425	810	10	major	major	ADJ
cblr-3425	810	11	consumer	consumer	NOUN
cblr-3425	810	12	credit	credit	NOUN
cblr-3425	810	13	agencies	agency	NOUN
cblr-3425	810	14	in	in	ADP
cblr-3425	810	15	the	the	DET
cblr-3425	810	16	united	united	PROPN
cblr-3425	810	17	states	states	PROPN
cblr-3425	810	18	,	,	PUNCT
cblr-3425	810	19	experienced	experience	VERB
cblr-3425	810	20	a	a	DET
cblr-3425	810	21	massive	massive	ADJ
cblr-3425	810	22	security	security	NOUN
cblr-3425	810	23	breach	breach	NOUN
cblr-3425	810	24	that	that	PRON
cblr-3425	810	25	compromised	compromise	VERB
cblr-3425	810	26	the	the	DET
cblr-3425	810	27	personal	personal	ADJ
cblr-3425	810	28	information	information	NOUN
cblr-3425	810	29	of	of	ADP
cblr-3425	810	30	tens	ten	NOUN
cblr-3425	810	31	of	of	ADP
cblr-3425	810	32	millions	million	NOUN
cblr-3425	810	33	of	of	ADP
cblr-3425	810	34	americans	americans	PROPN
cblr-3425	810	35	.	.	PUNCT
cblr-3425	811	1	see	see	VERB
cblr-3425	811	2	tara	tara	PROPN
cblr-3425	811	3	siegel	siegel	PROPN
cblr-3425	811	4	bernard	bernard	PROPN
cblr-3425	811	5	,	,	PUNCT
cblr-3425	811	6	tiffany	tiffany	PROPN
cblr-3425	811	7	hsu	hsu	PROPN
cblr-3425	811	8	,	,	PUNCT
cblr-3425	811	9	nicole	nicole	PROPN
cblr-3425	811	10	perlroth	perlroth	PROPN
cblr-3425	811	11	&	&	CCONJ
cblr-3425	811	12	ron	ron	PROPN
cblr-3425	811	13	lieber	lieber	PROPN
cblr-3425	811	14	,	,	PUNCT
cblr-3425	811	15	equifax	equifax	NOUN
cblr-3425	811	16	says	say	VERB
cblr-3425	811	17	cyberattack	cyberattack	NOUN
cblr-3425	811	18	may	may	AUX
cblr-3425	811	19	have	have	AUX
cblr-3425	811	20	affected	affect	VERB
cblr-3425	811	21	143	143	NUM
cblr-3425	811	22	million	million	NUM
cblr-3425	811	23	in	in	ADP
cblr-3425	811	24	the	the	DET
cblr-3425	811	25	u.s	u.s	PROPN
cblr-3425	811	26	.	.	PROPN
cblr-3425	811	27	,	,	PUNCT
cblr-3425	811	28	n.y	n.y	PROPN
cblr-3425	811	29	.	.	PROPN
cblr-3425	811	30	times	times	PROPN
cblr-3425	811	31	(	(	PUNCT
cblr-3425	811	32	sep	sep	PROPN
cblr-3425	811	33	.	.	PROPN
cblr-3425	811	34	7	7	NUM
cblr-3425	811	35	,	,	PUNCT
cblr-3425	811	36	2017	2017	NUM
cblr-3425	811	37	)	)	PUNCT
cblr-3425	811	38	,	,	PUNCT
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cblr-3425	812	1	[	[	X
cblr-3425	812	2	https://perma.cc/w7rm-d97l	https://perma.cc/w7rm-d97l	X
cblr-3425	812	3	]	]	X
cblr-3425	812	4	.	.	PUNCT
cblr-3425	813	1	in	in	ADP
cblr-3425	813	2	2018	2018	NUM
cblr-3425	813	3	,	,	PUNCT
cblr-3425	813	4	facebook	facebook	PROPN
cblr-3425	813	5	announced	announce	VERB
cblr-3425	813	6	that	that	SCONJ
cblr-3425	813	7	the	the	DET
cblr-3425	813	8	data	datum	NOUN
cblr-3425	813	9	of	of	ADP
cblr-3425	813	10	millions	million	NOUN
cblr-3425	813	11	of	of	ADP
cblr-3425	813	12	users	user	NOUN
cblr-3425	813	13	had	have	AUX
cblr-3425	813	14	been	be	AUX
cblr-3425	813	15	improperly	improperly	ADV
cblr-3425	813	16	accessed	access	VERB
cblr-3425	813	17	by	by	ADP
cblr-3425	813	18	cambridge	cambridge	PROPN
cblr-3425	813	19	analytica	analytica	PROPN
cblr-3425	813	20	,	,	PUNCT
cblr-3425	813	21	a	a	DET
cblr-3425	813	22	political	political	ADJ
cblr-3425	813	23	consulting	consulting	NOUN
cblr-3425	813	24	firm	firm	NOUN
cblr-3425	813	25	associated	associate	VERB
cblr-3425	813	26	with	with	ADP
cblr-3425	813	27	the	the	DET
cblr-3425	813	28	trump	trump	NOUN
cblr-3425	813	29	campaign	campaign	NOUN
cblr-3425	813	30	during	during	ADP
cblr-3425	813	31	the	the	DET
cblr-3425	813	32	2016	2016	NUM
cblr-3425	813	33	u.s	u.s	PROPN
cblr-3425	813	34	.	.	PROPN
cblr-3425	813	35	presidential	presidential	ADJ
cblr-3425	813	36	election	election	NOUN
cblr-3425	813	37	.	.	PUNCT
cblr-3425	814	1	see	see	VERB
cblr-3425	814	2	cecilia	cecilia	PROPN
cblr-3425	814	3	kang	kang	PROPN
cblr-3425	814	4	&	&	CCONJ
cblr-3425	814	5	sheera	sheera	PROPN
cblr-3425	814	6	frenkel	frenkel	PROPN
cblr-3425	814	7	,	,	PUNCT
cblr-3425	814	8	facebook	facebook	PROPN
cblr-3425	814	9	says	say	VERB
cblr-3425	814	10	cambridge	cambridge	PROPN
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cblr-3425	814	12	harvested	harvest	VERB
cblr-3425	814	13	data	datum	NOUN
cblr-3425	814	14	of	of	ADP
cblr-3425	814	15	up	up	ADP
cblr-3425	814	16	to	to	PART
cblr-3425	814	17	87	87	NUM
cblr-3425	814	18	million	million	NUM
cblr-3425	814	19	users	user	NOUN
cblr-3425	814	20	,	,	PUNCT
cblr-3425	814	21	n.y	n.y	PROPN
cblr-3425	814	22	.	.	PROPN
cblr-3425	814	23	times	times	PROPN
cblr-3425	814	24	(	(	PUNCT
cblr-3425	814	25	apr	apr	PROPN
cblr-3425	814	26	.	.	PROPN
cblr-3425	814	27	4	4	NUM
cblr-3425	814	28	,	,	PUNCT
cblr-3425	814	29	2018	2018	NUM
cblr-3425	814	30	)	)	PUNCT
cblr-3425	814	31	,	,	PUNCT
cblr-3425	814	32	https://www.nytimes.com/2018/04/04/technology/mark-zuckerberg-testifycongress.html	https://www.nytimes.com/2018/04/04/technology/mark-zuckerberg-testifycongress.html	VERB
cblr-3425	815	1	[	[	X
cblr-3425	815	2	https://perma.cc/a5qq-y575	https://perma.cc/a5qq-y575	X
cblr-3425	815	3	]	]	PUNCT
cblr-3425	815	4	.	.	PUNCT
cblr-3425	816	1	the	the	DET
cblr-3425	816	2	cambridge	cambridge	PROPN
cblr-3425	816	3	analytica	analytica	PROPN
cblr-3425	816	4	scandal	scandal	NOUN
cblr-3425	816	5	resulted	result	VERB
cblr-3425	816	6	in	in	ADP
cblr-3425	816	7	mark	mark	PROPN
cblr-3425	816	8	zuckerberg	zuckerberg	PROPN
cblr-3425	816	9	,	,	PUNCT
cblr-3425	816	10	facebook	facebook	PROPN
cblr-3425	816	11	’s	’s	PART
cblr-3425	816	12	founder	founder	NOUN
cblr-3425	816	13	and	and	CCONJ
cblr-3425	816	14	ceo	ceo	NOUN
cblr-3425	816	15	,	,	PUNCT
cblr-3425	816	16	being	be	AUX
cblr-3425	816	17	called	call	VERB
cblr-3425	816	18	to	to	PART
cblr-3425	816	19	testify	testify	VERB
cblr-3425	816	20	before	before	ADP
cblr-3425	816	21	congress	congress	PROPN
cblr-3425	816	22	about	about	ADP
cblr-3425	816	23	facebook	facebook	PROPN
cblr-3425	816	24	’s	’s	PART
cblr-3425	816	25	data	data	PROPN
cblr-3425	816	26	security	security	NOUN
cblr-3425	816	27	and	and	CCONJ
cblr-3425	816	28	privacy	privacy	NOUN
cblr-3425	816	29	controls	control	NOUN
cblr-3425	816	30	.	.	PUNCT
cblr-3425	817	1	i	i	PRON
cblr-3425	817	2	d.	d.	PROPN
cblr-3425	817	3	690	690	NUM
cblr-3425	817	4	columbia	columbia	PROPN
cblr-3425	817	5	business	business	NOUN
cblr-3425	817	6	law	law	PROPN
cblr-3425	817	7	review	review	NOUN
cblr-3425	818	1	[	[	X
cblr-3425	818	2	vol	vol	NOUN
cblr-3425	818	3	.	.	NOUN
cblr-3425	818	4	2019	2019	NUM
cblr-3425	818	5	union.248	union.248	PROPN
cblr-3425	818	6	predictive	predictive	ADJ
cblr-3425	818	7	contracting	contracting	NOUN
cblr-3425	818	8	,	,	PUNCT
cblr-3425	818	9	like	like	ADP
cblr-3425	818	10	other	other	ADJ
cblr-3425	818	11	technology	technology	NOUN
cblr-3425	818	12	systems	system	NOUN
cblr-3425	818	13	that	that	PRON
cblr-3425	818	14	use	use	VERB
cblr-3425	818	15	data	datum	NOUN
cblr-3425	818	16	to	to	PART
cblr-3425	818	17	predict	predict	VERB
cblr-3425	818	18	outcomes	outcome	NOUN
cblr-3425	818	19	,	,	PUNCT
cblr-3425	818	20	will	will	AUX
cblr-3425	818	21	encounter	encounter	VERB
cblr-3425	818	22	privacy	privacy	NOUN
cblr-3425	818	23	challenges	challenge	NOUN
cblr-3425	818	24	related	relate	VERB
cblr-3425	818	25	to	to	ADP
cblr-3425	818	26	the	the	DET
cblr-3425	818	27	collection	collection	NOUN
cblr-3425	818	28	,	,	PUNCT
cblr-3425	818	29	storage	storage	NOUN
cblr-3425	818	30	,	,	PUNCT
cblr-3425	818	31	and	and	CCONJ
cblr-3425	818	32	use	use	NOUN
cblr-3425	818	33	of	of	ADP
cblr-3425	818	34	contract	contract	NOUN
cblr-3425	818	35	data.249	data.249	PROPN
cblr-3425	818	36	in	in	ADP
cblr-3425	818	37	addition	addition	NOUN
cblr-3425	818	38	,	,	PUNCT
cblr-3425	818	39	there	there	PRON
cblr-3425	818	40	will	will	AUX
cblr-3425	818	41	likely	likely	ADV
cblr-3425	818	42	be	be	AUX
cblr-3425	818	43	added	add	VERB
cblr-3425	818	44	complexity	complexity	NOUN
cblr-3425	818	45	due	due	ADP
cblr-3425	818	46	to	to	ADP
cblr-3425	818	47	professional	professional	ADJ
cblr-3425	818	48	regulations	regulation	NOUN
cblr-3425	818	49	that	that	PRON
cblr-3425	818	50	restrict	restrict	VERB
cblr-3425	818	51	how	how	SCONJ
cblr-3425	818	52	lawyers	lawyer	NOUN
cblr-3425	818	53	may	may	AUX
cblr-3425	818	54	share	share	VERB
cblr-3425	818	55	confidential	confidential	ADJ
cblr-3425	818	56	client	client	NOUN
cblr-3425	818	57	information.250	information.250	PRON
cblr-3425	818	58	contract	contract	NOUN
cblr-3425	818	59	technology	technology	NOUN
cblr-3425	818	60	companies	company	NOUN
cblr-3425	818	61	frequently	frequently	ADV
cblr-3425	818	62	cite	cite	VERB
cblr-3425	818	63	data	datum	NOUN
cblr-3425	818	64	privacy	privacy	NOUN
cblr-3425	818	65	as	as	ADP
cblr-3425	818	66	one	one	NUM
cblr-3425	818	67	of	of	ADP
cblr-3425	818	68	their	their	PRON
cblr-3425	818	69	clients	client	NOUN
cblr-3425	818	70	’	’	PART
cblr-3425	818	71	main	main	ADJ
cblr-3425	818	72	concerns.251	concerns.251	NOUN
cblr-3425	818	73	for	for	ADP
cblr-3425	818	74	contract	contract	NOUN
cblr-3425	818	75	technology	technology	NOUN
cblr-3425	818	76	companies	company	NOUN
cblr-3425	818	77	developing	develop	VERB
cblr-3425	818	78	machine	machine	NOUN
cblr-3425	818	79	learning	learning	NOUN
cblr-3425	818	80	systems	system	NOUN
cblr-3425	818	81	,	,	PUNCT
cblr-3425	818	82	user	user	NOUN
cblr-3425	818	83	privacy	privacy	NOUN
cblr-3425	818	84	concerns	concern	NOUN
cblr-3425	818	85	are	be	AUX
cblr-3425	818	86	the	the	DET
cblr-3425	818	87	main	main	ADJ
cblr-3425	818	88	hurdle	hurdle	NOUN
cblr-3425	818	89	to	to	ADP
cblr-3425	818	90	pooling	pool	VERB
cblr-3425	818	91	contract	contract	NOUN
cblr-3425	818	92	data	datum	NOUN
cblr-3425	818	93	from	from	ADP
cblr-3425	818	94	248	248	NUM
cblr-3425	818	95	see	see	NOUN
cblr-3425	818	96	eugdpr	eugdpr	NOUN
cblr-3425	818	97	,	,	PUNCT
cblr-3425	818	98	https://www.eugdpr.org	https://www.eugdpr.org	PUNCT
cblr-3425	819	1	[	[	X
cblr-3425	819	2	https://perma.cc/8wbnxnu7	https://perma.cc/8wbnxnu7	X
cblr-3425	819	3	]	]	X
cblr-3425	819	4	(	(	PUNCT
cblr-3425	819	5	“	"	PUNCT
cblr-3425	819	6	the	the	DET
cblr-3425	819	7	eu	eu	PROPN
cblr-3425	819	8	general	general	PROPN
cblr-3425	819	9	data	data	PROPN
cblr-3425	819	10	protection	protection	PROPN
cblr-3425	819	11	regulation	regulation	NOUN
cblr-3425	819	12	(	(	PUNCT
cblr-3425	819	13	gdpr	gdpr	NOUN
cblr-3425	819	14	)	)	PUNCT
cblr-3425	819	15	.	.	PUNCT
cblr-3425	819	16	.	.	PUNCT
cblr-3425	820	1	.[was	.[was	PROPN
cblr-3425	820	2	]	]	PUNCT
cblr-3425	821	1	designed	design	VERB
cblr-3425	821	2	to	to	ADP
cblr-3425	821	3	[	[	X
cblr-3425	821	4	h]armonize	h]armonize	PROPN
cblr-3425	821	5	data	datum	NOUN
cblr-3425	821	6	privacy	privacy	NOUN
cblr-3425	821	7	laws	law	NOUN
cblr-3425	821	8	across	across	ADP
cblr-3425	821	9	europe	europe	PROPN
cblr-3425	821	10	,	,	PUNCT
cblr-3425	821	11	[	[	X
cblr-3425	821	12	to	to	PART
cblr-3425	821	13	]	]	PART
cblr-3425	821	14	protect	protect	VERB
cblr-3425	821	15	and	and	CCONJ
cblr-3425	821	16	empower	empower	VERB
cblr-3425	821	17	all	all	DET
cblr-3425	821	18	eu	eu	PROPN
cblr-3425	821	19	citizens	citizen	NOUN
cblr-3425	821	20	data	datum	NOUN
cblr-3425	821	21	privacy	privacy	NOUN
cblr-3425	821	22	,	,	PUNCT
cblr-3425	821	23	[	[	X
cblr-3425	821	24	and	and	CCONJ
cblr-3425	821	25	to	to	ADP
cblr-3425	821	26	]	]	X
cblr-3425	822	1	[	[	X
cblr-3425	822	2	r]eshape	r]eshape	NOUN
cblr-3425	822	3	the	the	DET
cblr-3425	822	4	way	way	NOUN
cblr-3425	822	5	organizations	organization	NOUN
cblr-3425	822	6	across	across	ADP
cblr-3425	822	7	the	the	DET
cblr-3425	822	8	region	region	NOUN
cblr-3425	822	9	approach	approach	NOUN
cblr-3425	822	10	data	data	PROPN
cblr-3425	822	11	privacy	privacy	NOUN
cblr-3425	822	12	.	.	PUNCT
cblr-3425	822	13	”	"	PUNCT
cblr-3425	822	14	)	)	PUNCT
cblr-3425	822	15	.	.	PUNCT
cblr-3425	823	1	violations	violation	NOUN
cblr-3425	823	2	of	of	ADP
cblr-3425	823	3	gdpr	gdpr	PROPN
cblr-3425	823	4	can	can	AUX
cblr-3425	823	5	result	result	VERB
cblr-3425	823	6	in	in	ADP
cblr-3425	823	7	potentially	potentially	ADV
cblr-3425	823	8	serious	serious	ADJ
cblr-3425	823	9	penalties	penalty	NOUN
cblr-3425	823	10	for	for	ADP
cblr-3425	823	11	offending	offend	VERB
cblr-3425	823	12	companies	company	NOUN
cblr-3425	823	13	.	.	PUNCT
cblr-3425	824	1	see	see	VERB
cblr-3425	824	2	gdpr	gdpr	ADJ
cblr-3425	824	3	key	key	ADJ
cblr-3425	824	4	changes	change	NOUN
cblr-3425	824	5	,	,	PUNCT
cblr-3425	824	6	eugdpr	eugdpr	X
cblr-3425	824	7	,	,	PUNCT
cblr-3425	824	8	https://www.eugdpr.org/theregulation.html	https://www.eugdpr.org/theregulation.html	VERB
cblr-3425	825	1	[	[	X
cblr-3425	825	2	https://perma.cc/4zw9-6wt7	https://perma.cc/4zw9-6wt7	AUX
cblr-3425	825	3	]	]	X
cblr-3425	825	4	(	(	PUNCT
cblr-3425	825	5	noting	note	VERB
cblr-3425	825	6	that	that	SCONJ
cblr-3425	825	7	under	under	ADP
cblr-3425	825	8	gdpr	gdpr	NOUN
cblr-3425	825	9	,	,	PUNCT
cblr-3425	825	10	“	"	PUNCT
cblr-3425	825	11	[	[	X
cblr-3425	825	12	o]rganizations	o]rganization	NOUN
cblr-3425	825	13	in	in	ADP
cblr-3425	825	14	breach	breach	NOUN
cblr-3425	825	15	of	of	ADP
cblr-3425	825	16	gdpr	gdpr	PROPN
cblr-3425	825	17	can	can	AUX
cblr-3425	825	18	be	be	AUX
cblr-3425	825	19	fined	fine	VERB
cblr-3425	825	20	up	up	ADP
cblr-3425	825	21	to	to	PART
cblr-3425	825	22	4	4	NUM
cblr-3425	825	23	%	%	NOUN
cblr-3425	825	24	of	of	ADP
cblr-3425	825	25	annual	annual	ADJ
cblr-3425	825	26	global	global	ADJ
cblr-3425	825	27	turnover	turnover	NOUN
cblr-3425	825	28	or	or	CCONJ
cblr-3425	825	29	€	€	SYM
cblr-3425	825	30	20	20	NUM
cblr-3425	825	31	million	million	NUM
cblr-3425	825	32	(	(	PUNCT
cblr-3425	825	33	whichever	whichever	PRON
cblr-3425	825	34	is	be	AUX
cblr-3425	825	35	greater	great	ADJ
cblr-3425	825	36	)	)	PUNCT
cblr-3425	825	37	.	.	PUNCT
cblr-3425	825	38	”	"	PUNCT
cblr-3425	825	39	)	)	PUNCT
cblr-3425	825	40	.	.	PUNCT
cblr-3425	826	1	249	249	NUM
cblr-3425	826	2	see	see	VERB
cblr-3425	826	3	casey	casey	PROPN
cblr-3425	826	4	&	&	CCONJ
cblr-3425	826	5	niblett	niblett	PROPN
cblr-3425	826	6	,	,	PUNCT
cblr-3425	826	7	supra	supra	PROPN
cblr-3425	826	8	note	note	NOUN
cblr-3425	826	9	42	42	NUM
cblr-3425	826	10	,	,	PUNCT
cblr-3425	826	11	at	at	ADP
cblr-3425	826	12	50–51	50–51	NUM
cblr-3425	826	13	.	.	PUNCT
cblr-3425	827	1	for	for	ADP
cblr-3425	827	2	a	a	DET
cblr-3425	827	3	discussion	discussion	NOUN
cblr-3425	827	4	of	of	ADP
cblr-3425	827	5	the	the	DET
cblr-3425	827	6	intersection	intersection	NOUN
cblr-3425	827	7	of	of	ADP
cblr-3425	827	8	privacy	privacy	NOUN
cblr-3425	827	9	law	law	NOUN
cblr-3425	827	10	and	and	CCONJ
cblr-3425	827	11	data	datum	NOUN
cblr-3425	827	12	collection	collection	NOUN
cblr-3425	827	13	,	,	PUNCT
cblr-3425	827	14	see	see	VERB
cblr-3425	827	15	generally	generally	ADV
cblr-3425	827	16	lisa	lisa	PROPN
cblr-3425	827	17	austin	austin	PROPN
cblr-3425	827	18	,	,	PUNCT
cblr-3425	827	19	privacy	privacy	NOUN
cblr-3425	827	20	and	and	CCONJ
cblr-3425	827	21	the	the	DET
cblr-3425	827	22	question	question	NOUN
cblr-3425	827	23	of	of	ADP
cblr-3425	827	24	technology	technology	NOUN
cblr-3425	827	25	,	,	PUNCT
cblr-3425	827	26	22	22	NUM
cblr-3425	827	27	l.	l.	PROPN
cblr-3425	827	28	&	&	CCONJ
cblr-3425	827	29	phil	phil	PROPN
cblr-3425	827	30	.	.	PUNCT
cblr-3425	828	1	119	119	NUM
cblr-3425	828	2	(	(	PUNCT
cblr-3425	828	3	2003	2003	NUM
cblr-3425	828	4	)	)	PUNCT
cblr-3425	828	5	;	;	PUNCT
cblr-3425	828	6	omer	omer	PROPN
cblr-3425	828	7	tene	tene	PROPN
cblr-3425	828	8	&	&	CCONJ
cblr-3425	828	9	jules	jules	PROPN
cblr-3425	828	10	polonetsky	polonetsky	PROPN
cblr-3425	828	11	,	,	PUNCT
cblr-3425	828	12	privacy	privacy	NOUN
cblr-3425	828	13	in	in	ADP
cblr-3425	828	14	the	the	DET
cblr-3425	828	15	age	age	NOUN
cblr-3425	828	16	of	of	ADP
cblr-3425	828	17	big	big	ADJ
cblr-3425	828	18	data	datum	NOUN
cblr-3425	828	19	:	:	PUNCT
cblr-3425	828	20	a	a	DET
cblr-3425	828	21	time	time	NOUN
cblr-3425	828	22	for	for	ADP
cblr-3425	828	23	big	big	ADJ
cblr-3425	828	24	decisions	decision	NOUN
cblr-3425	828	25	,	,	PUNCT
cblr-3425	828	26	64	64	NUM
cblr-3425	828	27	stan	stan	NOUN
cblr-3425	828	28	.	.	PUNCT
cblr-3425	829	1	l.	l.	PROPN
cblr-3425	829	2	rev	rev	PROPN
cblr-3425	829	3	.	.	PROPN
cblr-3425	830	1	online	online	PROPN
cblr-3425	830	2	63	63	NUM
cblr-3425	830	3	(	(	PUNCT
cblr-3425	830	4	2012	2012	NUM
cblr-3425	830	5	)	)	PUNCT
cblr-3425	830	6	;	;	PUNCT
cblr-3425	830	7	omer	omer	PROPN
cblr-3425	830	8	tene	tene	PROPN
cblr-3425	830	9	&	&	CCONJ
cblr-3425	830	10	jules	jules	PROPN
cblr-3425	830	11	polonetsky	polonetsky	PROPN
cblr-3425	830	12	,	,	PUNCT
cblr-3425	830	13	big	big	ADJ
cblr-3425	830	14	data	datum	NOUN
cblr-3425	830	15	for	for	ADP
cblr-3425	830	16	all	all	DET
cblr-3425	830	17	:	:	PUNCT
cblr-3425	830	18	privacy	privacy	NOUN
cblr-3425	830	19	and	and	CCONJ
cblr-3425	830	20	user	user	NOUN
cblr-3425	830	21	control	control	NOUN
cblr-3425	830	22	in	in	ADP
cblr-3425	830	23	the	the	DET
cblr-3425	830	24	age	age	NOUN
cblr-3425	830	25	of	of	ADP
cblr-3425	830	26	analytics	analytic	NOUN
cblr-3425	830	27	,	,	PUNCT
cblr-3425	830	28	11	11	NUM
cblr-3425	830	29	nw	nw	PROPN
cblr-3425	830	30	.	.	PROPN
cblr-3425	830	31	j.	j.	PROPN
cblr-3425	830	32	tech	tech	PROPN
cblr-3425	830	33	&	&	CCONJ
cblr-3425	830	34	intell	intell	PROPN
cblr-3425	830	35	.	.	PUNCT
cblr-3425	831	1	prop	prop	NOUN
cblr-3425	831	2	.	.	PUNCT
cblr-3425	832	1	239	239	NUM
cblr-3425	832	2	(	(	PUNCT
cblr-3425	832	3	2013	2013	NUM
cblr-3425	832	4	)	)	PUNCT
cblr-3425	832	5	;	;	PUNCT
cblr-3425	832	6	paul	paul	PROPN
cblr-3425	832	7	m.	m.	PROPN
cblr-3425	832	8	schwartz	schwartz	PROPN
cblr-3425	832	9	,	,	PUNCT
cblr-3425	832	10	information	information	NOUN
cblr-3425	832	11	privacy	privacy	NOUN
cblr-3425	832	12	in	in	ADP
cblr-3425	832	13	the	the	DET
cblr-3425	832	14	cloud	cloud	NOUN
cblr-3425	832	15	,	,	PUNCT
cblr-3425	832	16	161	161	NUM
cblr-3425	832	17	u.	u.	NOUN
cblr-3425	832	18	pa	pa	PROPN
cblr-3425	832	19	.	.	PUNCT
cblr-3425	832	20	l.	l.	PROPN
cblr-3425	832	21	rev	rev	PROPN
cblr-3425	832	22	.	.	PROPN
cblr-3425	832	23	1623	1623	NUM
cblr-3425	832	24	(	(	PUNCT
cblr-3425	832	25	2013	2013	NUM
cblr-3425	832	26	)	)	PUNCT
cblr-3425	832	27	;	;	PUNCT
cblr-3425	832	28	privacy	privacy	NOUN
cblr-3425	832	29	,	,	PUNCT
cblr-3425	832	30	big	big	ADJ
cblr-3425	832	31	data	datum	NOUN
cblr-3425	832	32	,	,	PUNCT
cblr-3425	832	33	and	and	CCONJ
cblr-3425	832	34	the	the	DET
cblr-3425	832	35	public	public	ADJ
cblr-3425	832	36	good	good	NOUN
cblr-3425	832	37	:	:	PUNCT
cblr-3425	832	38	frameworks	framework	NOUN
cblr-3425	832	39	for	for	ADP
cblr-3425	832	40	engagement	engagement	NOUN
cblr-3425	832	41	(	(	PUNCT
cblr-3425	832	42	julia	julia	PROPN
cblr-3425	832	43	lane	lane	PROPN
cblr-3425	832	44	,	,	PUNCT
cblr-3425	832	45	victoria	victoria	PROPN
cblr-3425	832	46	stodden	stodden	PROPN
cblr-3425	832	47	,	,	PUNCT
cblr-3425	832	48	stefan	stefan	PROPN
cblr-3425	832	49	bender	bender	PROPN
cblr-3425	832	50	&	&	CCONJ
cblr-3425	832	51	helen	helen	PROPN
cblr-3425	832	52	nissenbaum	nissenbaum	PROPN
cblr-3425	832	53	eds	eds	PROPN
cblr-3425	832	54	.	.	PROPN
cblr-3425	832	55	,	,	PUNCT
cblr-3425	832	56	2014	2014	NUM
cblr-3425	832	57	)	)	PUNCT
cblr-3425	832	58	.	.	PUNCT
cblr-3425	833	1	250	250	NUM
cblr-3425	833	2	see	see	VERB
cblr-3425	833	3	model	model	NOUN
cblr-3425	833	4	rules	rule	NOUN
cblr-3425	833	5	of	of	ADP
cblr-3425	833	6	prof’l	prof’l	NOUN
cblr-3425	833	7	conduct	conduct	NOUN
cblr-3425	833	8	r.	r.	PROPN
cblr-3425	833	9	1.6(a	1.6(a	NUM
cblr-3425	833	10	)	)	PUNCT
cblr-3425	833	11	(	(	PUNCT
cblr-3425	833	12	am	be	AUX
cblr-3425	833	13	.	.	PUNCT
cblr-3425	834	1	bar	bar	NOUN
cblr-3425	834	2	ass’n	ass’n	NUM
cblr-3425	834	3	2008	2008	NUM
cblr-3425	834	4	)	)	PUNCT
cblr-3425	835	1	(	(	PUNCT
cblr-3425	835	2	“	"	PUNCT
cblr-3425	835	3	a	a	DET
cblr-3425	835	4	lawyer	lawyer	NOUN
cblr-3425	835	5	shall	shall	AUX
cblr-3425	835	6	not	not	PART
cblr-3425	835	7	reveal	reveal	VERB
cblr-3425	835	8	information	information	NOUN
cblr-3425	835	9	relating	relate	VERB
cblr-3425	835	10	to	to	ADP
cblr-3425	835	11	the	the	DET
cblr-3425	835	12	representation	representation	NOUN
cblr-3425	835	13	of	of	ADP
cblr-3425	835	14	a	a	DET
cblr-3425	835	15	client	client	NOUN
cblr-3425	835	16	unless	unless	SCONJ
cblr-3425	835	17	the	the	DET
cblr-3425	835	18	client	client	NOUN
cblr-3425	835	19	gives	give	VERB
cblr-3425	835	20	informed	informed	ADJ
cblr-3425	835	21	consent	consent	NOUN
cblr-3425	835	22	,	,	PUNCT
cblr-3425	835	23	the	the	DET
cblr-3425	835	24	disclosure	disclosure	NOUN
cblr-3425	835	25	is	be	AUX
cblr-3425	835	26	impliedly	impliedly	ADV
cblr-3425	835	27	authorized	authorize	VERB
cblr-3425	835	28	in	in	ADP
cblr-3425	835	29	order	order	NOUN
cblr-3425	835	30	to	to	PART
cblr-3425	835	31	carry	carry	VERB
cblr-3425	835	32	out	out	ADP
cblr-3425	835	33	the	the	DET
cblr-3425	835	34	representation	representation	NOUN
cblr-3425	835	35	or	or	CCONJ
cblr-3425	835	36	the	the	DET
cblr-3425	835	37	disclosure	disclosure	NOUN
cblr-3425	835	38	is	be	AUX
cblr-3425	835	39	permitted	permit	VERB
cblr-3425	835	40	by	by	ADP
cblr-3425	835	41	paragraph	paragraph	NOUN
cblr-3425	835	42	(	(	PUNCT
cblr-3425	835	43	b	b	NOUN
cblr-3425	835	44	)	)	PUNCT
cblr-3425	835	45	”	"	PUNCT
cblr-3425	835	46	)	)	PUNCT
cblr-3425	835	47	;	;	PUNCT
cblr-3425	835	48	see	see	VERB
cblr-3425	835	49	also	also	ADV
cblr-3425	835	50	de	de	ADP
cblr-3425	835	51	fontenay	fontenay	NOUN
cblr-3425	835	52	,	,	PUNCT
cblr-3425	835	53	supra	supra	PROPN
cblr-3425	835	54	note	note	NOUN
cblr-3425	835	55	112	112	NUM
cblr-3425	835	56	,	,	PUNCT
cblr-3425	835	57	at	at	ADP
cblr-3425	835	58	428	428	NUM
cblr-3425	835	59	–	–	SYM
cblr-3425	835	60	30	30	NUM
cblr-3425	835	61	.	.	PUNCT
cblr-3425	836	1	251	251	NUM
cblr-3425	836	2	interview	interview	NOUN
cblr-3425	836	3	with	with	ADP
cblr-3425	836	4	contract	contract	NOUN
cblr-3425	836	5	room	room	NOUN
cblr-3425	836	6	representative	representative	NOUN
cblr-3425	836	7	,	,	PUNCT
cblr-3425	836	8	in	in	ADP
cblr-3425	836	9	palo	palo	PROPN
cblr-3425	836	10	alto	alto	PROPN
cblr-3425	836	11	,	,	PUNCT
cblr-3425	836	12	cal	cal	PROPN
cblr-3425	836	13	.	.	PROPN
cblr-3425	836	14	,	,	PUNCT
cblr-3425	836	15	supra	supra	PROPN
cblr-3425	836	16	note	note	PROPN
cblr-3425	836	17	96	96	NUM
cblr-3425	836	18	;	;	PUNCT
cblr-3425	836	19	telephone	telephone	NOUN
cblr-3425	836	20	interview	interview	NOUN
cblr-3425	836	21	with	with	ADP
cblr-3425	836	22	beagle	beagle	NOUN
cblr-3425	836	23	representative	representative	NOUN
cblr-3425	836	24	,	,	PUNCT
cblr-3425	836	25	supra	supra	PROPN
cblr-3425	836	26	note	note	PROPN
cblr-3425	836	27	119	119	NUM
cblr-3425	836	28	;	;	PUNCT
cblr-3425	836	29	telephone	telephone	NOUN
cblr-3425	836	30	interview	interview	NOUN
cblr-3425	836	31	with	with	ADP
cblr-3425	836	32	contract	contract	NOUN
cblr-3425	836	33	assistant	assistant	NOUN
cblr-3425	836	34	representative	representative	NOUN
cblr-3425	836	35	,	,	PUNCT
cblr-3425	836	36	supra	supra	PROPN
cblr-3425	836	37	note	note	NOUN
cblr-3425	836	38	111	111	NUM
cblr-3425	836	39	;	;	PUNCT
cblr-3425	836	40	telephone	telephone	NOUN
cblr-3425	836	41	interview	interview	NOUN
cblr-3425	836	42	with	with	ADP
cblr-3425	836	43	contract	contract	NOUN
cblr-3425	836	44	standards	standard	NOUN
cblr-3425	836	45	representative	representative	NOUN
cblr-3425	836	46	(	(	PUNCT
cblr-3425	836	47	mar	mar	PROPN
cblr-3425	836	48	.	.	PROPN
cblr-3425	836	49	6	6	NUM
cblr-3425	836	50	,	,	PUNCT
cblr-3425	836	51	2018	2018	NUM
cblr-3425	836	52	)	)	PUNCT
cblr-3425	836	53	;	;	PUNCT
cblr-3425	836	54	telephone	telephone	NOUN
cblr-3425	836	55	interview	interview	NOUN
cblr-3425	836	56	with	with	ADP
cblr-3425	836	57	kira	kira	PROPN
cblr-3425	836	58	systems	systems	PROPN
cblr-3425	836	59	representative	representative	NOUN
cblr-3425	836	60	,	,	PUNCT
cblr-3425	836	61	supra	supra	PROPN
cblr-3425	836	62	note	note	NOUN
cblr-3425	836	63	60	60	NUM
cblr-3425	836	64	.	.	PUNCT
cblr-3425	837	1	no	no	INTJ
cblr-3425	837	2	.	.	NOUN
cblr-3425	837	3	2:621	2:621	NUM
cblr-3425	837	4	]	]	X
cblr-3425	837	5	predictive	predictive	ADJ
cblr-3425	837	6	contracting	contracting	NOUN
cblr-3425	837	7	691	691	NUM
cblr-3425	837	8	multiple	multiple	ADJ
cblr-3425	837	9	customers	customer	NOUN
cblr-3425	837	10	to	to	PART
cblr-3425	837	11	increase	increase	VERB
cblr-3425	837	12	the	the	DET
cblr-3425	837	13	size	size	NOUN
cblr-3425	837	14	of	of	ADP
cblr-3425	837	15	training	training	NOUN
cblr-3425	837	16	sets.252	sets.252	NOUN
cblr-3425	837	17	companies	company	NOUN
cblr-3425	837	18	that	that	PRON
cblr-3425	837	19	build	build	VERB
cblr-3425	837	20	predictive	predictive	ADJ
cblr-3425	837	21	contracting	contracting	NOUN
cblr-3425	837	22	systems	system	NOUN
cblr-3425	837	23	will	will	AUX
cblr-3425	837	24	need	need	VERB
cblr-3425	837	25	to	to	PART
cblr-3425	837	26	be	be	AUX
cblr-3425	837	27	highly	highly	ADV
cblr-3425	837	28	diligent	diligent	ADJ
cblr-3425	837	29	with	with	ADP
cblr-3425	837	30	respect	respect	NOUN
cblr-3425	837	31	to	to	ADP
cblr-3425	837	32	how	how	SCONJ
cblr-3425	837	33	they	they	PRON
cblr-3425	837	34	handle	handle	VERB
cblr-3425	837	35	user	user	NOUN
cblr-3425	837	36	data	data	PROPN
cblr-3425	837	37	.	.	PUNCT
cblr-3425	838	1	a	a	DET
cblr-3425	838	2	security	security	NOUN
cblr-3425	838	3	breach	breach	NOUN
cblr-3425	838	4	or	or	CCONJ
cblr-3425	838	5	other	other	ADJ
cblr-3425	838	6	misuse	misuse	NOUN
cblr-3425	838	7	of	of	ADP
cblr-3425	838	8	user	user	NOUN
cblr-3425	838	9	data	datum	NOUN
cblr-3425	838	10	could	could	AUX
cblr-3425	838	11	mean	mean	VERB
cblr-3425	838	12	the	the	DET
cblr-3425	838	13	end	end	NOUN
cblr-3425	838	14	of	of	ADP
cblr-3425	838	15	an	an	DET
cblr-3425	838	16	otherwise	otherwise	ADV
cblr-3425	838	17	promising	promising	ADJ
cblr-3425	838	18	predictive	predictive	ADJ
cblr-3425	838	19	contracting	contracting	NOUN
cblr-3425	838	20	company	company	NOUN
cblr-3425	838	21	.	.	PUNCT
cblr-3425	839	1	privacy	privacy	NOUN
cblr-3425	839	2	also	also	ADV
cblr-3425	839	3	presents	present	VERB
cblr-3425	839	4	a	a	DET
cblr-3425	839	5	problem	problem	NOUN
cblr-3425	839	6	for	for	ADP
cblr-3425	839	7	computable	computable	ADJ
cblr-3425	839	8	contracts	contract	NOUN
cblr-3425	839	9	,	,	PUNCT
cblr-3425	839	10	one	one	NUM
cblr-3425	839	11	of	of	ADP
cblr-3425	839	12	the	the	DET
cblr-3425	839	13	key	key	ADJ
cblr-3425	839	14	sources	source	NOUN
cblr-3425	839	15	of	of	ADP
cblr-3425	839	16	contract	contract	NOUN
cblr-3425	839	17	data	datum	NOUN
cblr-3425	839	18	for	for	ADP
cblr-3425	839	19	predictive	predictive	ADJ
cblr-3425	839	20	contracting	contracting	NOUN
cblr-3425	839	21	systems	system	NOUN
cblr-3425	839	22	.	.	PUNCT
cblr-3425	840	1	due	due	ADP
cblr-3425	840	2	to	to	ADP
cblr-3425	840	3	the	the	DET
cblr-3425	840	4	peer	peer	NOUN
cblr-3425	840	5	-	-	PUNCT
cblr-3425	840	6	to	to	ADP
cblr-3425	840	7	-	-	PUNCT
cblr-3425	840	8	peer	peer	NOUN
cblr-3425	840	9	nature	nature	NOUN
cblr-3425	840	10	of	of	ADP
cblr-3425	840	11	blockchain	blockchain	PROPN
cblr-3425	840	12	systems	systems	PROPN
cblr-3425	840	13	,	,	PUNCT
cblr-3425	840	14	the	the	DET
cblr-3425	840	15	transactions	transaction	NOUN
cblr-3425	840	16	on	on	ADP
cblr-3425	840	17	many	many	ADJ
cblr-3425	840	18	computable	computable	ADJ
cblr-3425	840	19	contracts	contract	NOUN
cblr-3425	840	20	platforms	platform	NOUN
cblr-3425	840	21	are	be	AUX
cblr-3425	840	22	public	public	ADJ
cblr-3425	840	23	.	.	PUNCT
cblr-3425	841	1	for	for	ADP
cblr-3425	841	2	sensitive	sensitive	ADJ
cblr-3425	841	3	contracting	contracting	NOUN
cblr-3425	841	4	scenarios	scenario	NOUN
cblr-3425	841	5	,	,	PUNCT
cblr-3425	841	6	parties	party	NOUN
cblr-3425	841	7	are	be	AUX
cblr-3425	841	8	unlikely	unlikely	ADJ
cblr-3425	841	9	to	to	PART
cblr-3425	841	10	use	use	VERB
cblr-3425	841	11	publicly	publicly	ADV
cblr-3425	841	12	viewable	viewable	ADJ
cblr-3425	841	13	computable	computable	ADJ
cblr-3425	841	14	contracts	contract	NOUN
cblr-3425	841	15	due	due	ADP
cblr-3425	841	16	to	to	ADP
cblr-3425	841	17	privacy	privacy	NOUN
cblr-3425	841	18	concerns	concern	NOUN
cblr-3425	841	19	.	.	PUNCT
cblr-3425	842	1	in	in	ADP
cblr-3425	842	2	response	response	NOUN
cblr-3425	842	3	to	to	ADP
cblr-3425	842	4	this	this	DET
cblr-3425	842	5	concern	concern	NOUN
cblr-3425	842	6	,	,	PUNCT
cblr-3425	842	7	computable	computable	ADJ
cblr-3425	842	8	contracts	contract	NOUN
cblr-3425	842	9	companies	company	NOUN
cblr-3425	842	10	such	such	ADJ
cblr-3425	842	11	as	as	ADP
cblr-3425	842	12	oasis	oasis	PROPN
cblr-3425	842	13	labs	lab	NOUN
cblr-3425	842	14	are	be	AUX
cblr-3425	842	15	beginning	begin	VERB
cblr-3425	842	16	to	to	PART
cblr-3425	842	17	develop	develop	VERB
cblr-3425	842	18	platforms	platform	NOUN
cblr-3425	842	19	that	that	PRON
cblr-3425	842	20	support	support	VERB
cblr-3425	842	21	“	"	PUNCT
cblr-3425	842	22	privacy	privacy	NOUN
cblr-3425	842	23	-	-	PUNCT
cblr-3425	842	24	preserving	preserve	VERB
cblr-3425	842	25	”	"	PUNCT
cblr-3425	842	26	computable	computable	ADJ
cblr-3425	842	27	contracts.253	contracts.253	ADJ
cblr-3425	842	28	3	3	NUM
cblr-3425	842	29	.	.	PUNCT
cblr-3425	842	30	unauthorized	unauthorized	ADJ
cblr-3425	842	31	practice	practice	NOUN
cblr-3425	842	32	of	of	ADP
cblr-3425	842	33	law	law	NOUN
cblr-3425	842	34	a	a	DET
cblr-3425	842	35	core	core	NOUN
cblr-3425	842	36	feature	feature	NOUN
cblr-3425	842	37	of	of	ADP
cblr-3425	842	38	the	the	DET
cblr-3425	842	39	regulation	regulation	NOUN
cblr-3425	842	40	of	of	ADP
cblr-3425	842	41	the	the	DET
cblr-3425	842	42	legal	legal	ADJ
cblr-3425	842	43	profession	profession	NOUN
cblr-3425	842	44	is	be	AUX
cblr-3425	842	45	that	that	SCONJ
cblr-3425	842	46	non	non	NOUN
cblr-3425	842	47	-	-	NOUN
cblr-3425	842	48	lawyers	lawyer	NOUN
cblr-3425	842	49	may	may	AUX
cblr-3425	842	50	not	not	PART
cblr-3425	842	51	practice	practice	VERB
cblr-3425	842	52	law.254	law.254	NOUN
cblr-3425	842	53	if	if	SCONJ
cblr-3425	842	54	a	a	DET
cblr-3425	842	55	non	non	NOUN
cblr-3425	842	56	-	-	NOUN
cblr-3425	842	57	lawyer	lawyer	NOUN
cblr-3425	842	58	(	(	PUNCT
cblr-3425	842	59	or	or	CCONJ
cblr-3425	842	60	a	a	DET
cblr-3425	842	61	company	company	NOUN
cblr-3425	842	62	owned	own	VERB
cblr-3425	842	63	or	or	CCONJ
cblr-3425	842	64	managed	manage	VERB
cblr-3425	842	65	by	by	ADP
cblr-3425	842	66	a	a	DET
cblr-3425	842	67	non	non	ADJ
cblr-3425	842	68	-	-	NOUN
cblr-3425	842	69	lawyer	lawyer	NOUN
cblr-3425	842	70	)	)	PUNCT
cblr-3425	842	71	renders	render	VERB
cblr-3425	842	72	legal	legal	ADJ
cblr-3425	842	73	services	service	NOUN
cblr-3425	842	74	,	,	PUNCT
cblr-3425	842	75	they	they	PRON
cblr-3425	842	76	run	run	VERB
cblr-3425	842	77	the	the	DET
cblr-3425	842	78	risk	risk	NOUN
cblr-3425	842	79	of	of	ADP
cblr-3425	842	80	incurring	incur	VERB
cblr-3425	842	81	liability	liability	NOUN
cblr-3425	842	82	for	for	ADP
cblr-3425	842	83	what	what	PRON
cblr-3425	842	84	is	be	AUX
cblr-3425	842	85	generally	generally	ADV
cblr-3425	842	86	referred	refer	VERB
cblr-3425	842	87	to	to	ADP
cblr-3425	842	88	as	as	ADP
cblr-3425	842	89	the	the	DET
cblr-3425	842	90	“	"	PUNCT
cblr-3425	842	91	unauthorized	unauthorized	ADJ
cblr-3425	842	92	practice	practice	NOUN
cblr-3425	842	93	of	of	ADP
cblr-3425	842	94	law	law	NOUN
cblr-3425	842	95	”	"	PUNCT
cblr-3425	842	96	(	(	PUNCT
cblr-3425	842	97	“	"	PUNCT
cblr-3425	842	98	upl”).255	upl”).255	PROPN
cblr-3425	842	99	while	while	NOUN
cblr-3425	842	100	originally	originally	ADV
cblr-3425	842	101	intended	intend	VERB
cblr-3425	842	102	to	to	PART
cblr-3425	842	103	prevent	prevent	VERB
cblr-3425	842	104	human	human	ADJ
cblr-3425	842	105	nonlawyers	nonlawyer	NOUN
cblr-3425	842	106	from	from	ADP
cblr-3425	842	107	practicing	practice	VERB
cblr-3425	842	108	law	law	NOUN
cblr-3425	842	109	,	,	PUNCT
cblr-3425	842	110	upl	upl	PROPN
cblr-3425	842	111	regulations	regulation	NOUN
cblr-3425	842	112	have	have	AUX
cblr-3425	842	113	been	be	AUX
cblr-3425	842	114	applied	apply	VERB
cblr-3425	842	115	to	to	ADP
cblr-3425	842	116	legal	legal	ADJ
cblr-3425	842	117	technology	technology	NOUN
cblr-3425	842	118	companies	company	NOUN
cblr-3425	842	119	owned	own	VERB
cblr-3425	842	120	and	and	CCONJ
cblr-3425	842	121	operated	operate	VERB
cblr-3425	842	122	by	by	ADP
cblr-3425	842	123	non	non	ADJ
cblr-3425	842	124	-	-	ADJ
cblr-3425	842	125	lawyers.256	lawyers.256	ADJ
cblr-3425	842	126	legal	legal	ADJ
cblr-3425	842	127	technology	technology	NOUN
cblr-3425	842	128	commentators	commentator	NOUN
cblr-3425	842	129	have	have	AUX
cblr-3425	842	130	noted	note	VERB
cblr-3425	842	131	252	252	NUM
cblr-3425	842	132	telephone	telephone	NOUN
cblr-3425	842	133	interview	interview	NOUN
cblr-3425	842	134	with	with	ADP
cblr-3425	842	135	beagle	beagle	NOUN
cblr-3425	842	136	representative	representative	NOUN
cblr-3425	842	137	,	,	PUNCT
cblr-3425	842	138	supra	supra	PROPN
cblr-3425	842	139	note	note	PROPN
cblr-3425	842	140	119	119	NUM
cblr-3425	842	141	;	;	PUNCT
cblr-3425	842	142	telephone	telephone	NOUN
cblr-3425	842	143	interview	interview	NOUN
cblr-3425	842	144	with	with	ADP
cblr-3425	842	145	contract	contract	NOUN
cblr-3425	842	146	standards	standard	NOUN
cblr-3425	842	147	representative	representative	NOUN
cblr-3425	842	148	,	,	PUNCT
cblr-3425	842	149	supra	supra	PROPN
cblr-3425	842	150	note	note	PROPN
cblr-3425	842	151	251	251	NUM
cblr-3425	842	152	;	;	PUNCT
cblr-3425	842	153	telephone	telephone	NOUN
cblr-3425	842	154	interview	interview	NOUN
cblr-3425	842	155	with	with	ADP
cblr-3425	842	156	kira	kira	PROPN
cblr-3425	842	157	systems	systems	PROPN
cblr-3425	842	158	representative	representative	NOUN
cblr-3425	842	159	,	,	PUNCT
cblr-3425	842	160	supra	supra	PROPN
cblr-3425	842	161	note	note	NOUN
cblr-3425	842	162	60	60	NUM
cblr-3425	842	163	.	.	PUNCT
cblr-3425	843	1	253	253	NUM
cblr-3425	843	2	see	see	VERB
cblr-3425	843	3	privacy	privacy	NOUN
cblr-3425	843	4	-	-	PUNCT
cblr-3425	843	5	first	first	ADJ
cblr-3425	843	6	cloud	cloud	NOUN
cblr-3425	843	7	computing	computing	NOUN
cblr-3425	843	8	on	on	ADP
cblr-3425	843	9	blockchain	blockchain	PROPN
cblr-3425	843	10	:	:	PUNCT
cblr-3425	843	11	a	a	DET
cblr-3425	843	12	non	non	ADJ
cblr-3425	843	13	-	-	ADJ
cblr-3425	843	14	technical	technical	ADJ
cblr-3425	843	15	primer	primer	NOUN
cblr-3425	843	16	,	,	PUNCT
cblr-3425	843	17	oasis	oasis	PROPN
cblr-3425	843	18	labs	labs	PROPN
cblr-3425	843	19	,	,	PUNCT
cblr-3425	843	20	nov	nov	PROPN
cblr-3425	843	21	.	.	PROPN
cblr-3425	843	22	2018	2018	NUM
cblr-3425	843	23	,	,	PUNCT
cblr-3425	843	24	https://docsend.com/view/fsdz4hv	https://docsend.com/view/fsdz4hv	PROPN
cblr-3425	844	1	[	[	X
cblr-3425	844	2	https://perma.cc/f5z2-ykuy	https://perma.cc/f5z2-ykuy	PROPN
cblr-3425	844	3	]	]	X
cblr-3425	844	4	.	.	PUNCT
cblr-3425	845	1	254	254	NUM
cblr-3425	845	2	see	see	VERB
cblr-3425	845	3	e.g.	e.g.	ADV
cblr-3425	845	4	,	,	PUNCT
cblr-3425	845	5	cal	cal	PROPN
cblr-3425	845	6	.	.	PUNCT
cblr-3425	846	1	bus	bus	PROPN
cblr-3425	846	2	.	.	PUNCT
cblr-3425	846	3	&	&	CCONJ
cblr-3425	846	4	prof	prof	PROPN
cblr-3425	846	5	.	.	PUNCT
cblr-3425	847	1	code	code	PROPN
cblr-3425	847	2	§	§	PROPN
cblr-3425	847	3	§	§	PROPN
cblr-3425	847	4	6125–6133	6125–6133	NUM
cblr-3425	847	5	(	(	PUNCT
cblr-3425	847	6	2018	2018	NUM
cblr-3425	847	7	)	)	PUNCT
cblr-3425	847	8	.	.	PUNCT
cblr-3425	848	1	255	255	NUM
cblr-3425	849	1	i	i	PRON
cblr-3425	849	2	d.	d.	NOUN
cblr-3425	849	3	256	256	NUM
cblr-3425	849	4	in	in	ADP
cblr-3425	849	5	2017	2017	NUM
cblr-3425	849	6	,	,	PUNCT
cblr-3425	849	7	three	three	NUM
cblr-3425	849	8	new	new	PROPN
cblr-3425	849	9	jersey	jersey	PROPN
cblr-3425	849	10	supreme	supreme	PROPN
cblr-3425	849	11	court	court	PROPN
cblr-3425	849	12	committees	committee	NOUN
cblr-3425	849	13	(	(	PUNCT
cblr-3425	849	14	advisory	advisory	ADJ
cblr-3425	849	15	committee	committee	NOUN
cblr-3425	849	16	on	on	ADP
cblr-3425	849	17	professional	professional	ADJ
cblr-3425	849	18	ethics	ethic	NOUN
cblr-3425	849	19	,	,	PUNCT
cblr-3425	849	20	committee	committee	NOUN
cblr-3425	849	21	on	on	ADP
cblr-3425	849	22	attorney	attorney	NOUN
cblr-3425	849	23	advertising	advertising	NOUN
cblr-3425	849	24	,	,	PUNCT
cblr-3425	849	25	and	and	CCONJ
cblr-3425	849	26	committee	committee	NOUN
cblr-3425	849	27	on	on	ADP
cblr-3425	849	28	the	the	DET
cblr-3425	849	29	unauthorized	unauthorized	ADJ
cblr-3425	849	30	practice	practice	NOUN
cblr-3425	849	31	of	of	ADP
cblr-3425	849	32	law	law	NOUN
cblr-3425	849	33	)	)	PUNCT
cblr-3425	849	34	issued	issue	VERB
cblr-3425	849	35	a	a	DET
cblr-3425	849	36	joint	joint	ADJ
cblr-3425	849	37	opinion	opinion	NOUN
cblr-3425	849	38	finding	find	VERB
cblr-3425	849	39	that	that	DET
cblr-3425	849	40	avvo	avvo	NOUN
cblr-3425	849	41	,	,	PUNCT
cblr-3425	849	42	legalzoom	legalzoom	NOUN
cblr-3425	849	43	,	,	PUNCT
cblr-3425	849	44	and	and	CCONJ
cblr-3425	849	45	rocket	rocket	NOUN
cblr-3425	849	46	lawyer	lawyer	NOUN
cblr-3425	849	47	were	be	AUX
cblr-3425	849	48	all	all	PRON
cblr-3425	849	49	in	in	ADP
cblr-3425	849	50	violation	violation	NOUN
cblr-3425	849	51	of	of	ADP
cblr-3425	849	52	692	692	NUM
cblr-3425	849	53	columbia	columbia	PROPN
cblr-3425	849	54	business	business	NOUN
cblr-3425	849	55	law	law	PROPN
cblr-3425	849	56	review	review	NOUN
cblr-3425	850	1	[	[	X
cblr-3425	850	2	vol	vol	NOUN
cblr-3425	850	3	.	.	NOUN
cblr-3425	850	4	2019	2019	NUM
cblr-3425	850	5	that	that	SCONJ
cblr-3425	850	6	upl	upl	PROPN
cblr-3425	850	7	regulations	regulation	NOUN
cblr-3425	850	8	could	could	AUX
cblr-3425	850	9	create	create	VERB
cblr-3425	850	10	challenges	challenge	NOUN
cblr-3425	850	11	for	for	ADP
cblr-3425	850	12	the	the	DET
cblr-3425	850	13	use	use	NOUN
cblr-3425	850	14	of	of	ADP
cblr-3425	850	15	machine	machine	NOUN
cblr-3425	850	16	learning	learning	NOUN
cblr-3425	850	17	in	in	ADP
cblr-3425	850	18	the	the	DET
cblr-3425	850	19	provision	provision	NOUN
cblr-3425	850	20	of	of	ADP
cblr-3425	850	21	legal	legal	ADJ
cblr-3425	850	22	services.257	services.257	NOUN
cblr-3425	850	23	the	the	DET
cblr-3425	850	24	use	use	NOUN
cblr-3425	850	25	of	of	ADP
cblr-3425	850	26	predictive	predictive	ADJ
cblr-3425	850	27	contracting	contracting	NOUN
cblr-3425	850	28	systems	system	NOUN
cblr-3425	850	29	could	could	AUX
cblr-3425	850	30	potentially	potentially	ADV
cblr-3425	850	31	be	be	AUX
cblr-3425	850	32	limited	limit	VERB
cblr-3425	850	33	by	by	ADP
cblr-3425	850	34	upl	upl	PROPN
cblr-3425	850	35	regulations	regulation	NOUN
cblr-3425	850	36	.	.	PUNCT
cblr-3425	851	1	whether	whether	SCONJ
cblr-3425	851	2	upl	upl	PROPN
cblr-3425	851	3	regulations	regulation	NOUN
cblr-3425	851	4	will	will	AUX
cblr-3425	851	5	apply	apply	VERB
cblr-3425	851	6	to	to	ADP
cblr-3425	851	7	predictive	predictive	ADJ
cblr-3425	851	8	contracting	contracting	NOUN
cblr-3425	851	9	will	will	AUX
cblr-3425	851	10	depend	depend	VERB
cblr-3425	851	11	in	in	ADP
cblr-3425	851	12	large	large	ADJ
cblr-3425	851	13	part	part	NOUN
cblr-3425	851	14	on	on	ADP
cblr-3425	851	15	whether	whether	SCONJ
cblr-3425	851	16	the	the	DET
cblr-3425	851	17	contract	contract	NOUN
cblr-3425	851	18	drafter	drafter	NOUN
cblr-3425	851	19	using	use	VERB
cblr-3425	851	20	the	the	DET
cblr-3425	851	21	predictive	predictive	ADJ
cblr-3425	851	22	contracting	contracting	NOUN
cblr-3425	851	23	system	system	NOUN
cblr-3425	851	24	is	be	AUX
cblr-3425	851	25	a	a	DET
cblr-3425	851	26	lawyer	lawyer	NOUN
cblr-3425	851	27	.	.	PUNCT
cblr-3425	852	1	the	the	DET
cblr-3425	852	2	aba	aba	PROPN
cblr-3425	852	3	has	have	AUX
cblr-3425	852	4	largely	largely	ADV
cblr-3425	852	5	embraced	embrace	VERB
cblr-3425	852	6	the	the	DET
cblr-3425	852	7	use	use	NOUN
cblr-3425	852	8	of	of	ADP
cblr-3425	852	9	machine	machine	NOUN
cblr-3425	852	10	learning	learn	VERB
cblr-3425	852	11	technology	technology	NOUN
cblr-3425	852	12	by	by	ADP
cblr-3425	852	13	lawyers.258	lawyers.258	PROPN
cblr-3425	852	14	the	the	DET
cblr-3425	852	15	aba	aba	PROPN
cblr-3425	852	16	views	view	VERB
cblr-3425	852	17	the	the	DET
cblr-3425	852	18	use	use	NOUN
cblr-3425	852	19	of	of	ADP
cblr-3425	852	20	such	such	ADJ
cblr-3425	852	21	technology	technology	NOUN
cblr-3425	852	22	by	by	ADP
cblr-3425	852	23	lawyers	lawyer	NOUN
cblr-3425	852	24	similarly	similarly	ADV
cblr-3425	852	25	to	to	ADP
cblr-3425	852	26	employing	employ	VERB
cblr-3425	852	27	a	a	DET
cblr-3425	852	28	non	non	ADJ
cblr-3425	852	29	-	-	ADJ
cblr-3425	852	30	lawyer	lawyer	ADJ
cblr-3425	852	31	assistant	assistant	NOUN
cblr-3425	852	32	,	,	PUNCT
cblr-3425	852	33	which	which	PRON
cblr-3425	852	34	is	be	AUX
cblr-3425	852	35	permissible	permissible	ADJ
cblr-3425	852	36	under	under	ADP
cblr-3425	852	37	upl	upl	ADJ
cblr-3425	852	38	regulations.259	regulations.259	NOUN
cblr-3425	852	39	this	this	PRON
cblr-3425	852	40	includes	include	VERB
cblr-3425	852	41	legal	legal	ADJ
cblr-3425	852	42	technology	technology	NOUN
cblr-3425	852	43	provided	provide	VERB
cblr-3425	852	44	to	to	ADP
cblr-3425	852	45	a	a	DET
cblr-3425	852	46	lawyer	lawyer	NOUN
cblr-3425	852	47	by	by	ADP
cblr-3425	852	48	a	a	DET
cblr-3425	852	49	third	third	ADJ
cblr-3425	852	50	-	-	PUNCT
cblr-3425	852	51	party	party	NOUN
cblr-3425	852	52	company	company	NOUN
cblr-3425	852	53	owned	own	VERB
cblr-3425	852	54	and	and	CCONJ
cblr-3425	852	55	operated	operate	VERB
cblr-3425	852	56	by	by	ADP
cblr-3425	852	57	nonlawyers.260	nonlawyers.260	PROPN
cblr-3425	852	58	as	as	ADP
cblr-3425	852	59	a	a	DET
cblr-3425	852	60	result	result	NOUN
cblr-3425	852	61	,	,	PUNCT
cblr-3425	852	62	the	the	DET
cblr-3425	852	63	use	use	NOUN
cblr-3425	852	64	of	of	ADP
cblr-3425	852	65	predictive	predictive	ADJ
cblr-3425	852	66	contracting	contracting	NOUN
cblr-3425	852	67	systems	system	NOUN
cblr-3425	852	68	by	by	ADP
cblr-3425	852	69	contract	contract	NOUN
cblr-3425	852	70	drafters	drafter	NOUN
cblr-3425	852	71	who	who	PRON
cblr-3425	852	72	are	be	AUX
cblr-3425	852	73	lawyers	lawyer	NOUN
cblr-3425	852	74	will	will	AUX
cblr-3425	852	75	likely	likely	ADV
cblr-3425	852	76	be	be	AUX
cblr-3425	852	77	permissible	permissible	ADJ
cblr-3425	852	78	under	under	ADP
cblr-3425	852	79	upl	upl	PROPN
cblr-3425	852	80	regulations	regulation	NOUN
cblr-3425	852	81	.	.	PUNCT
cblr-3425	853	1	the	the	DET
cblr-3425	853	2	permissibility	permissibility	NOUN
cblr-3425	853	3	of	of	ADP
cblr-3425	853	4	nonlawyer	nonlawyer	NOUN
cblr-3425	853	5	contract	contract	NOUN
cblr-3425	853	6	drafters	drafter	NOUN
cblr-3425	853	7	using	use	VERB
cblr-3425	853	8	predictive	predictive	ADJ
cblr-3425	853	9	contracting	contracting	NOUN
cblr-3425	853	10	,	,	PUNCT
cblr-3425	853	11	on	on	ADP
cblr-3425	853	12	the	the	DET
cblr-3425	853	13	other	other	ADJ
cblr-3425	853	14	hand	hand	NOUN
cblr-3425	853	15	,	,	PUNCT
cblr-3425	853	16	is	be	AUX
cblr-3425	853	17	much	much	ADV
cblr-3425	853	18	less	less	ADV
cblr-3425	853	19	clear	clear	ADJ
cblr-3425	853	20	.	.	PUNCT
cblr-3425	854	1	the	the	DET
cblr-3425	854	2	general	general	ADJ
cblr-3425	854	3	view	view	NOUN
cblr-3425	854	4	has	have	AUX
cblr-3425	854	5	been	be	AUX
cblr-3425	854	6	that	that	SCONJ
cblr-3425	854	7	a	a	DET
cblr-3425	854	8	company	company	NOUN
cblr-3425	854	9	owned	own	VERB
cblr-3425	854	10	and	and	CCONJ
cblr-3425	854	11	operated	operate	VERB
cblr-3425	854	12	by	by	ADP
cblr-3425	854	13	non	non	NOUN
cblr-3425	854	14	-	-	NOUN
cblr-3425	854	15	lawyers	lawyer	NOUN
cblr-3425	854	16	violates	violate	VERB
cblr-3425	854	17	upl	upl	PROPN
cblr-3425	854	18	regulations	regulation	NOUN
cblr-3425	854	19	by	by	ADP
cblr-3425	854	20	providing	provide	VERB
cblr-3425	854	21	legal	legal	ADJ
cblr-3425	854	22	services	service	NOUN
cblr-3425	854	23	via	via	ADP
cblr-3425	854	24	a	a	DET
cblr-3425	854	25	technology	technology	NOUN
cblr-3425	854	26	system.261	system.261	NOUN
cblr-3425	854	27	a	a	DET
cblr-3425	854	28	recent	recent	ADJ
cblr-3425	854	29	court	court	NOUN
cblr-3425	854	30	case	case	NOUN
cblr-3425	854	31	,	,	PUNCT
cblr-3425	854	32	however	however	ADV
cblr-3425	854	33	,	,	PUNCT
cblr-3425	854	34	has	have	AUX
cblr-3425	854	35	called	call	VERB
cblr-3425	854	36	into	into	ADP
cblr-3425	854	37	question	question	NOUN
cblr-3425	854	38	whether	whether	SCONJ
cblr-3425	854	39	services	service	NOUN
cblr-3425	854	40	provided	provide	VERB
cblr-3425	854	41	by	by	ADP
cblr-3425	854	42	a	a	DET
cblr-3425	854	43	technology	technology	NOUN
cblr-3425	854	44	system	system	NOUN
cblr-3425	854	45	qualify	qualify	VERB
cblr-3425	854	46	as	as	ADP
cblr-3425	854	47	practicing	practice	VERB
cblr-3425	854	48	law	law	NOUN
cblr-3425	854	49	.	.	PUNCT
cblr-3425	855	1	in	in	ADP
cblr-3425	855	2	lola	lola	PROPN
cblr-3425	855	3	v.	v.	CCONJ
cblr-3425	855	4	skadden	skadden	ADJ
cblr-3425	855	5	,	,	PUNCT
cblr-3425	855	6	arps	arp	NOUN
cblr-3425	855	7	,	,	PUNCT
cblr-3425	855	8	slate	slate	NOUN
cblr-3425	855	9	,	,	PUNCT
cblr-3425	855	10	meagher	meagher	PROPN
cblr-3425	855	11	&	&	CCONJ
cblr-3425	855	12	flom	flom	PROPN
cblr-3425	855	13	,	,	PUNCT
cblr-3425	855	14	llp	llp	PROPN
cblr-3425	855	15	,	,	PUNCT
cblr-3425	855	16	the	the	DET
cblr-3425	855	17	second	second	ADJ
cblr-3425	855	18	circuit	circuit	NOUN
cblr-3425	855	19	stated	state	VERB
cblr-3425	855	20	that	that	SCONJ
cblr-3425	855	21	“	"	PUNCT
cblr-3425	855	22	an	an	DET
cblr-3425	855	23	upl	upl	PROPN
cblr-3425	855	24	regulations	regulation	NOUN
cblr-3425	855	25	(	(	PUNCT
cblr-3425	855	26	avvo	avvo	NOUN
cblr-3425	855	27	was	be	AUX
cblr-3425	855	28	found	find	VERB
cblr-3425	855	29	to	to	PART
cblr-3425	855	30	offer	offer	VERB
cblr-3425	855	31	an	an	DET
cblr-3425	855	32	impermissible	impermissible	ADJ
cblr-3425	855	33	referral	referral	NOUN
cblr-3425	855	34	service	service	NOUN
cblr-3425	855	35	,	,	PUNCT
cblr-3425	855	36	whereas	whereas	SCONJ
cblr-3425	855	37	legalzoom	legalzoom	NOUN
cblr-3425	855	38	and	and	CCONJ
cblr-3425	855	39	rocket	rocket	NOUN
cblr-3425	855	40	lawyer	lawyer	NOUN
cblr-3425	855	41	were	be	AUX
cblr-3425	855	42	found	find	VERB
cblr-3425	855	43	to	to	PART
cblr-3425	855	44	be	be	AUX
cblr-3425	855	45	unregistered	unregistere	VERB
cblr-3425	855	46	with	with	ADP
cblr-3425	855	47	the	the	DET
cblr-3425	855	48	new	new	PROPN
cblr-3425	855	49	jersey	jersey	PROPN
cblr-3425	855	50	supreme	supreme	PROPN
cblr-3425	855	51	court	court	PROPN
cblr-3425	855	52	)	)	PUNCT
cblr-3425	855	53	.	.	PUNCT
cblr-3425	856	1	see	see	VERB
cblr-3425	856	2	n.j	n.j	PROPN
cblr-3425	856	3	.	.	PROPN
cblr-3425	856	4	advisory	advisory	ADJ
cblr-3425	856	5	comm	comm	NOUN
cblr-3425	856	6	.	.	PUNCT
cblr-3425	857	1	on	on	ADP
cblr-3425	857	2	prof’l	prof’l	PRON
cblr-3425	857	3	ethics	ethic	NOUN
cblr-3425	857	4	,	,	PUNCT
cblr-3425	857	5	acpe	acpe	NOUN
cblr-3425	857	6	joint	joint	ADJ
cblr-3425	857	7	opinion	opinion	NOUN
cblr-3425	857	8	732	732	NUM
cblr-3425	857	9	,	,	PUNCT
cblr-3425	857	10	at	at	ADP
cblr-3425	857	11	8	8	NUM
cblr-3425	857	12	(	(	PUNCT
cblr-3425	857	13	june	june	PROPN
cblr-3425	857	14	21	21	NUM
cblr-3425	857	15	,	,	PUNCT
cblr-3425	857	16	2017	2017	NUM
cblr-3425	857	17	)	)	PUNCT
cblr-3425	857	18	,	,	PUNCT
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cblr-3425	858	1	[	[	X
cblr-3425	858	2	https://perma.cc/2nequnuw	https://perma.cc/2nequnuw	X
cblr-3425	858	3	]	]	X
cblr-3425	858	4	.	.	PUNCT
cblr-3425	859	1	257	257	NUM
cblr-3425	859	2	see	see	VERB
cblr-3425	859	3	betts	betts	PROPN
cblr-3425	859	4	&	&	CCONJ
cblr-3425	859	5	jaep	jaep	ADJ
cblr-3425	859	6	,	,	PUNCT
cblr-3425	859	7	supra	supra	PROPN
cblr-3425	859	8	note	note	PROPN
cblr-3425	859	9	160	160	NUM
cblr-3425	859	10	,	,	PUNCT
cblr-3425	859	11	at	at	ADP
cblr-3425	859	12	232	232	NUM
cblr-3425	859	13	;	;	PUNCT
cblr-3425	859	14	dolin	dolin	PROPN
cblr-3425	859	15	,	,	PUNCT
cblr-3425	859	16	supra	supra	PROPN
cblr-3425	859	17	note	note	PROPN
cblr-3425	859	18	82	82	NUM
cblr-3425	859	19	,	,	PUNCT
cblr-3425	859	20	at	at	ADP
cblr-3425	859	21	3	3	NUM
cblr-3425	859	22	;	;	PUNCT
cblr-3425	859	23	mcginnis	mcginnis	PROPN
cblr-3425	859	24	&	&	CCONJ
cblr-3425	859	25	pearce	pearce	PROPN
cblr-3425	859	26	,	,	PUNCT
cblr-3425	859	27	supra	supra	PROPN
cblr-3425	859	28	note	note	PROPN
cblr-3425	859	29	40	40	NUM
cblr-3425	859	30	,	,	PUNCT
cblr-3425	859	31	at	at	ADP
cblr-3425	859	32	3059–64	3059–64	NUM
cblr-3425	859	33	;	;	PUNCT
cblr-3425	859	34	larry	larry	PROPN
cblr-3425	859	35	e.	e.	PROPN
cblr-3425	859	36	ribstein	ribstein	PROPN
cblr-3425	859	37	,	,	PUNCT
cblr-3425	859	38	the	the	DET
cblr-3425	859	39	death	death	NOUN
cblr-3425	859	40	of	of	ADP
cblr-3425	859	41	big	big	ADJ
cblr-3425	859	42	law	law	NOUN
cblr-3425	859	43	,	,	PUNCT
cblr-3425	859	44	2010	2010	NUM
cblr-3425	859	45	wis	wis	NOUN
cblr-3425	859	46	.	.	PUNCT
cblr-3425	860	1	l.	l.	PROPN
cblr-3425	860	2	rev	rev	PROPN
cblr-3425	860	3	.	.	PROPN
cblr-3425	861	1	749	749	NUM
cblr-3425	861	2	,	,	PUNCT
cblr-3425	861	3	807–08	807–08	NUM
cblr-3425	861	4	(	(	PUNCT
cblr-3425	861	5	2010	2010	NUM
cblr-3425	861	6	)	)	PUNCT
cblr-3425	861	7	;	;	PUNCT
cblr-3425	862	1	ray	ray	VERB
cblr-3425	862	2	worthy	worthy	ADJ
cblr-3425	862	3	campbell	campbell	PROPN
cblr-3425	862	4	,	,	PUNCT
cblr-3425	862	5	rethinking	rethink	VERB
cblr-3425	862	6	regulation	regulation	NOUN
cblr-3425	862	7	and	and	CCONJ
cblr-3425	862	8	innovation	innovation	NOUN
cblr-3425	862	9	in	in	ADP
cblr-3425	862	10	the	the	DET
cblr-3425	862	11	u.s	u.s	PROPN
cblr-3425	862	12	.	.	PROPN
cblr-3425	862	13	legal	legal	ADJ
cblr-3425	862	14	services	service	NOUN
cblr-3425	862	15	market	market	NOUN
cblr-3425	862	16	,	,	PUNCT
cblr-3425	862	17	9	9	NUM
cblr-3425	862	18	n.y.u	n.y.u	NOUN
cblr-3425	862	19	.	.	PUNCT
cblr-3425	863	1	j.l	j.l	PROPN
cblr-3425	863	2	.	.	PROPN
cblr-3425	863	3	&	&	CCONJ
cblr-3425	863	4	bus	bus	PROPN
cblr-3425	863	5	.	.	PUNCT
cblr-3425	864	1	1	1	NUM
cblr-3425	864	2	,	,	PUNCT
cblr-3425	864	3	45–51	45–51	NUM
cblr-3425	864	4	(	(	PUNCT
cblr-3425	864	5	2012	2012	NUM
cblr-3425	864	6	)	)	PUNCT
cblr-3425	864	7	.	.	PUNCT
cblr-3425	865	1	258	258	NUM
cblr-3425	865	2	see	see	VERB
cblr-3425	865	3	mcginnis	mcginnis	PROPN
cblr-3425	865	4	&	&	CCONJ
cblr-3425	865	5	pearce	pearce	PROPN
cblr-3425	865	6	,	,	PUNCT
cblr-3425	865	7	supra	supra	PROPN
cblr-3425	865	8	note	note	PROPN
cblr-3425	865	9	40	40	NUM
cblr-3425	865	10	,	,	PUNCT
cblr-3425	865	11	at	at	ADP
cblr-3425	865	12	3059–61	3059–61	NUM
cblr-3425	865	13	.	.	PUNCT
cblr-3425	866	1	259	259	NUM
cblr-3425	866	2	i	i	PROPN
cblr-3425	866	3	d.	d.	PROPN
cblr-3425	866	4	at	at	ADP
cblr-3425	866	5	3060	3060	NUM
cblr-3425	866	6	.	.	PUNCT
cblr-3425	867	1	260	260	NUM
cblr-3425	868	1	i	i	PRON
cblr-3425	868	2	d.	d.	NOUN
cblr-3425	868	3	at	at	ADP
cblr-3425	868	4	3060–61	3060–61	NUM
cblr-3425	868	5	(	(	PUNCT
cblr-3425	868	6	citing	cite	VERB
cblr-3425	868	7	model	model	NOUN
cblr-3425	868	8	rules	rule	NOUN
cblr-3425	868	9	of	of	ADP
cblr-3425	868	10	prof’l	prof’l	NOUN
cblr-3425	868	11	conduct	conduct	NOUN
cblr-3425	868	12	r.	r.	PROPN
cblr-3425	868	13	5.3	5.3	NUM
cblr-3425	868	14	cmt	cmt	PROPN
cblr-3425	868	15	.	.	PROPN
cblr-3425	868	16	3	3	NUM
cblr-3425	868	17	(	(	PUNCT
cblr-3425	868	18	am	am	NOUN
cblr-3425	868	19	.	.	PUNCT
cblr-3425	869	1	bar	bar	NOUN
cblr-3425	869	2	ass’n	ass’n	NOUN
cblr-3425	869	3	2013	2013	NUM
cblr-3425	869	4	)	)	PUNCT
cblr-3425	869	5	)	)	PUNCT
cblr-3425	869	6	.	.	PUNCT
cblr-3425	870	1	261	261	NUM
cblr-3425	871	1	i	i	PRON
cblr-3425	871	2	d.	d.	PROPN
cblr-3425	871	3	at	at	ADP
cblr-3425	871	4	3061–64	3061–64	NUM
cblr-3425	871	5	.	.	PUNCT
cblr-3425	872	1	no	no	INTJ
cblr-3425	872	2	.	.	NOUN
cblr-3425	872	3	2:621	2:621	NUM
cblr-3425	872	4	]	]	X
cblr-3425	872	5	predictive	predictive	ADJ
cblr-3425	872	6	contracting	contract	VERB
cblr-3425	872	7	693	693	NUM
cblr-3425	872	8	individual	individual	NOUN
cblr-3425	872	9	who	who	PRON
cblr-3425	872	10	.	.	PUNCT
cblr-3425	872	11	.	.	PUNCT
cblr-3425	872	12	.	.	PUNCT
cblr-3425	873	1	undertakes	undertake	VERB
cblr-3425	873	2	tasks	task	NOUN
cblr-3425	873	3	that	that	PRON
cblr-3425	873	4	could	could	AUX
cblr-3425	873	5	otherwise	otherwise	ADV
cblr-3425	873	6	be	be	AUX
cblr-3425	873	7	performed	perform	VERB
cblr-3425	873	8	entirely	entirely	ADV
cblr-3425	873	9	by	by	ADP
cblr-3425	873	10	a	a	DET
cblr-3425	873	11	machine	machine	NOUN
cblr-3425	873	12	can	can	AUX
cblr-3425	873	13	not	not	PART
cblr-3425	873	14	be	be	AUX
cblr-3425	873	15	said	say	VERB
cblr-3425	873	16	to	to	PART
cblr-3425	873	17	engage	engage	VERB
cblr-3425	873	18	in	in	ADP
cblr-3425	873	19	the	the	DET
cblr-3425	873	20	practice	practice	NOUN
cblr-3425	873	21	of	of	ADP
cblr-3425	873	22	law	law	NOUN
cblr-3425	873	23	.	.	PUNCT
cblr-3425	874	1	”262	”262	NOUN
cblr-3425	874	2	this	this	DET
cblr-3425	874	3	reasoning	reasoning	NOUN
cblr-3425	874	4	suggests	suggest	VERB
cblr-3425	874	5	that	that	SCONJ
cblr-3425	874	6	the	the	DET
cblr-3425	874	7	use	use	NOUN
cblr-3425	874	8	of	of	ADP
cblr-3425	874	9	a	a	DET
cblr-3425	874	10	technology	technology	NOUN
cblr-3425	874	11	system	system	NOUN
cblr-3425	874	12	such	such	ADJ
cblr-3425	874	13	as	as	ADP
cblr-3425	874	14	predictive	predictive	ADJ
cblr-3425	874	15	contracting	contracting	NOUN
cblr-3425	874	16	may	may	AUX
cblr-3425	874	17	not	not	PART
cblr-3425	874	18	qualify	qualify	VERB
cblr-3425	874	19	as	as	ADP
cblr-3425	874	20	practicing	practice	VERB
cblr-3425	874	21	law	law	NOUN
cblr-3425	874	22	even	even	ADV
cblr-3425	874	23	if	if	SCONJ
cblr-3425	874	24	the	the	DET
cblr-3425	874	25	individuals	individual	NOUN
cblr-3425	874	26	using	use	VERB
cblr-3425	874	27	the	the	DET
cblr-3425	874	28	system	system	NOUN
cblr-3425	874	29	are	be	AUX
cblr-3425	874	30	non	non	NOUN
cblr-3425	874	31	-	-	NOUN
cblr-3425	874	32	lawyers	lawyer	NOUN
cblr-3425	874	33	.	.	PUNCT
cblr-3425	875	1	4	4	X
cblr-3425	875	2	.	.	X
cblr-3425	875	3	information	information	NOUN
cblr-3425	875	4	inequality	inequality	NOUN
cblr-3425	875	5	predictive	predictive	ADJ
cblr-3425	875	6	contracting	contracting	NOUN
cblr-3425	875	7	provides	provide	VERB
cblr-3425	875	8	contract	contract	NOUN
cblr-3425	875	9	drafters	drafter	NOUN
cblr-3425	875	10	with	with	ADP
cblr-3425	875	11	better	well	ADJ
cblr-3425	875	12	information	information	NOUN
cblr-3425	875	13	than	than	SCONJ
cblr-3425	875	14	they	they	PRON
cblr-3425	875	15	would	would	AUX
cblr-3425	875	16	otherwise	otherwise	ADV
cblr-3425	875	17	have	have	VERB
cblr-3425	875	18	access	access	NOUN
cblr-3425	875	19	to	to	ADP
cblr-3425	875	20	under	under	ADP
cblr-3425	875	21	traditional	traditional	ADJ
cblr-3425	875	22	contracting	contracting	NOUN
cblr-3425	875	23	.	.	PUNCT
cblr-3425	876	1	this	this	DET
cblr-3425	876	2	information	information	NOUN
cblr-3425	876	3	enables	enable	VERB
cblr-3425	876	4	contract	contract	NOUN
cblr-3425	876	5	drafters	drafter	NOUN
cblr-3425	876	6	to	to	PART
cblr-3425	876	7	craft	craft	VERB
cblr-3425	876	8	more	more	ADV
cblr-3425	876	9	effective	effective	ADJ
cblr-3425	876	10	contracts	contract	NOUN
cblr-3425	876	11	that	that	PRON
cblr-3425	876	12	increase	increase	VERB
cblr-3425	876	13	the	the	DET
cblr-3425	876	14	joint	joint	ADJ
cblr-3425	876	15	value	value	NOUN
cblr-3425	876	16	generated	generate	VERB
cblr-3425	876	17	by	by	ADP
cblr-3425	876	18	a	a	DET
cblr-3425	876	19	transaction.263	transaction.263	NUM
cblr-3425	876	20	the	the	DET
cblr-3425	876	21	analysis	analysis	NOUN
cblr-3425	876	22	of	of	ADP
cblr-3425	876	23	predictive	predictive	ADJ
cblr-3425	876	24	contracting	contracting	NOUN
cblr-3425	876	25	thus	thus	ADV
cblr-3425	876	26	far	far	ADV
cblr-3425	876	27	,	,	PUNCT
cblr-3425	876	28	however	however	ADV
cblr-3425	876	29	,	,	PUNCT
cblr-3425	876	30	has	have	AUX
cblr-3425	876	31	assumed	assume	VERB
cblr-3425	876	32	that	that	SCONJ
cblr-3425	876	33	all	all	DET
cblr-3425	876	34	parties	party	NOUN
cblr-3425	876	35	to	to	ADP
cblr-3425	876	36	a	a	DET
cblr-3425	876	37	contract	contract	NOUN
cblr-3425	876	38	have	have	VERB
cblr-3425	876	39	access	access	NOUN
cblr-3425	876	40	to	to	ADP
cblr-3425	876	41	predictive	predictive	ADJ
cblr-3425	876	42	contracting	contracting	NOUN
cblr-3425	876	43	systems	system	NOUN
cblr-3425	876	44	.	.	PUNCT
cblr-3425	877	1	if	if	SCONJ
cblr-3425	877	2	,	,	PUNCT
cblr-3425	877	3	on	on	ADP
cblr-3425	877	4	the	the	DET
cblr-3425	877	5	other	other	ADJ
cblr-3425	877	6	hand	hand	NOUN
cblr-3425	877	7	,	,	PUNCT
cblr-3425	877	8	only	only	ADV
cblr-3425	877	9	one	one	NUM
cblr-3425	877	10	party	party	NOUN
cblr-3425	877	11	has	have	VERB
cblr-3425	877	12	access	access	NOUN
cblr-3425	877	13	to	to	ADP
cblr-3425	877	14	predictive	predictive	ADJ
cblr-3425	877	15	contracting	contracting	NOUN
cblr-3425	877	16	,	,	PUNCT
cblr-3425	877	17	that	that	DET
cblr-3425	877	18	party	party	NOUN
cblr-3425	877	19	will	will	AUX
cblr-3425	877	20	have	have	VERB
cblr-3425	877	21	a	a	DET
cblr-3425	877	22	substantial	substantial	ADJ
cblr-3425	877	23	information	information	NOUN
cblr-3425	877	24	advantage	advantage	NOUN
cblr-3425	877	25	during	during	ADP
cblr-3425	877	26	the	the	DET
cblr-3425	877	27	negotiation	negotiation	NOUN
cblr-3425	877	28	and	and	CCONJ
cblr-3425	877	29	design	design	NOUN
cblr-3425	877	30	of	of	ADP
cblr-3425	877	31	the	the	DET
cblr-3425	877	32	contract	contract	NOUN
cblr-3425	877	33	.	.	PUNCT
cblr-3425	878	1	when	when	SCONJ
cblr-3425	878	2	one	one	NUM
cblr-3425	878	3	party	party	NOUN
cblr-3425	878	4	has	have	VERB
cblr-3425	878	5	a	a	DET
cblr-3425	878	6	large	large	ADJ
cblr-3425	878	7	information	information	NOUN
cblr-3425	878	8	advantage	advantage	NOUN
cblr-3425	878	9	,	,	PUNCT
cblr-3425	878	10	that	that	DET
cblr-3425	878	11	party	party	NOUN
cblr-3425	878	12	tends	tend	VERB
cblr-3425	878	13	to	to	PART
cblr-3425	878	14	use	use	VERB
cblr-3425	878	15	its	its	PRON
cblr-3425	878	16	advantage	advantage	NOUN
cblr-3425	878	17	to	to	PART
cblr-3425	878	18	extract	extract	VERB
cblr-3425	878	19	value	value	NOUN
cblr-3425	878	20	from	from	ADP
cblr-3425	878	21	its	its	PRON
cblr-3425	878	22	counterparty	counterparty	NOUN
cblr-3425	878	23	via	via	ADP
cblr-3425	878	24	potentially	potentially	ADV
cblr-3425	878	25	inefficient	inefficient	ADJ
cblr-3425	878	26	but	but	CCONJ
cblr-3425	878	27	allocatively	allocatively	ADV
cblr-3425	878	28	advantageous	advantageous	ADJ
cblr-3425	878	29	terms.264	terms.264	NOUN
cblr-3425	878	30	in	in	ADP
cblr-3425	878	31	the	the	DET
cblr-3425	878	32	context	context	NOUN
cblr-3425	878	33	of	of	ADP
cblr-3425	878	34	businessto	businessto	NOUN
cblr-3425	878	35	-	-	PUNCT
cblr-3425	878	36	business	business	NOUN
cblr-3425	878	37	contracting	contracting	NOUN
cblr-3425	878	38	,	,	PUNCT
cblr-3425	878	39	it	it	PRON
cblr-3425	878	40	is	be	AUX
cblr-3425	878	41	reasonable	reasonable	ADJ
cblr-3425	878	42	to	to	PART
cblr-3425	878	43	assume	assume	VERB
cblr-3425	878	44	that	that	SCONJ
cblr-3425	878	45	as	as	SCONJ
cblr-3425	878	46	predictive	predictive	ADJ
cblr-3425	878	47	contracting	contracting	NOUN
cblr-3425	878	48	systems	system	NOUN
cblr-3425	878	49	demonstrate	demonstrate	VERB
cblr-3425	878	50	their	their	PRON
cblr-3425	878	51	value	value	NOUN
cblr-3425	878	52	in	in	ADP
cblr-3425	878	53	the	the	DET
cblr-3425	878	54	market	market	NOUN
cblr-3425	878	55	,	,	PUNCT
cblr-3425	878	56	more	more	ADJ
cblr-3425	878	57	businesses	business	NOUN
cblr-3425	878	58	will	will	AUX
cblr-3425	878	59	start	start	VERB
cblr-3425	878	60	to	to	PART
cblr-3425	878	61	use	use	VERB
cblr-3425	878	62	such	such	ADJ
cblr-3425	878	63	systems	system	NOUN
cblr-3425	878	64	,	,	PUNCT
cblr-3425	878	65	thereby	thereby	ADV
cblr-3425	878	66	decreasing	decrease	VERB
cblr-3425	878	67	the	the	DET
cblr-3425	878	68	likelihood	likelihood	NOUN
cblr-3425	878	69	that	that	SCONJ
cblr-3425	878	70	a	a	DET
cblr-3425	878	71	party	party	NOUN
cblr-3425	878	72	will	will	AUX
cblr-3425	878	73	have	have	AUX
cblr-3425	878	74	an	an	DET
cblr-3425	878	75	information	information	NOUN
cblr-3425	878	76	advantage	advantage	NOUN
cblr-3425	878	77	relative	relative	ADJ
cblr-3425	878	78	to	to	ADP
cblr-3425	878	79	its	its	PRON
cblr-3425	878	80	counterparty	counterparty	NOUN
cblr-3425	878	81	.	.	PUNCT
cblr-3425	879	1	this	this	DET
cblr-3425	879	2	assumption	assumption	NOUN
cblr-3425	879	3	can	can	AUX
cblr-3425	879	4	not	not	PART
cblr-3425	879	5	be	be	AUX
cblr-3425	879	6	made	make	VERB
cblr-3425	879	7	,	,	PUNCT
cblr-3425	879	8	however	however	ADV
cblr-3425	879	9	,	,	PUNCT
cblr-3425	879	10	in	in	ADP
cblr-3425	879	11	the	the	DET
cblr-3425	879	12	context	context	NOUN
cblr-3425	879	13	of	of	ADP
cblr-3425	879	14	business	business	NOUN
cblr-3425	879	15	-	-	PUNCT
cblr-3425	879	16	to	to	ADP
cblr-3425	879	17	-	-	PUNCT
cblr-3425	879	18	consumer	consumer	NOUN
cblr-3425	879	19	contracting	contracting	NOUN
cblr-3425	879	20	.	.	PUNCT
cblr-3425	880	1	there	there	PRON
cblr-3425	880	2	is	be	VERB
cblr-3425	880	3	a	a	DET
cblr-3425	880	4	large	large	ADJ
cblr-3425	880	5	body	body	NOUN
cblr-3425	880	6	of	of	ADP
cblr-3425	880	7	literature	literature	NOUN
cblr-3425	880	8	on	on	ADP
cblr-3425	880	9	consumer	consumer	NOUN
cblr-3425	880	10	contracts	contract	NOUN
cblr-3425	880	11	that	that	PRON
cblr-3425	880	12	highlights	highlight	VERB
cblr-3425	880	13	the	the	DET
cblr-3425	880	14	information	information	NOUN
cblr-3425	880	15	and	and	CCONJ
cblr-3425	880	16	bargaining	bargaining	NOUN
cblr-3425	880	17	power	power	NOUN
cblr-3425	880	18	disparity	disparity	NOUN
cblr-3425	880	19	between	between	ADP
cblr-3425	880	20	262	262	NUM
cblr-3425	880	21	lola	lola	PROPN
cblr-3425	880	22	v.	v.	CCONJ
cblr-3425	880	23	skadden	skadden	ADJ
cblr-3425	880	24	,	,	PUNCT
cblr-3425	880	25	arps	arp	NOUN
cblr-3425	880	26	,	,	PUNCT
cblr-3425	880	27	slate	slate	NOUN
cblr-3425	880	28	,	,	PUNCT
cblr-3425	880	29	meagher	meagher	PROPN
cblr-3425	880	30	&	&	CCONJ
cblr-3425	880	31	flom	flom	PROPN
cblr-3425	880	32	l.l.p	l.l.p	PROPN
cblr-3425	880	33	.	.	PROPN
cblr-3425	880	34	,	,	PUNCT
cblr-3425	880	35	620	620	NUM
cblr-3425	880	36	f.	f.	PROPN
cblr-3425	880	37	app’x	app’x	PROPN
cblr-3425	880	38	.	.	PUNCT
cblr-3425	881	1	37	37	NUM
cblr-3425	881	2	,	,	PUNCT
cblr-3425	881	3	45	45	NUM
cblr-3425	881	4	(	(	PUNCT
cblr-3425	881	5	2d	2d	NUM
cblr-3425	881	6	cir	cir	NOUN
cblr-3425	881	7	.	.	PROPN
cblr-3425	881	8	2015	2015	NUM
cblr-3425	881	9	)	)	PUNCT
cblr-3425	882	1	(	(	PUNCT
cblr-3425	882	2	holding	hold	VERB
cblr-3425	882	3	that	that	DET
cblr-3425	882	4	document	document	NOUN
cblr-3425	882	5	review	review	NOUN
cblr-3425	882	6	did	do	AUX
cblr-3425	882	7	not	not	PART
cblr-3425	882	8	per	per	ADV
cblr-3425	882	9	se	se	X
cblr-3425	882	10	meet	meet	VERB
cblr-3425	882	11	north	north	PROPN
cblr-3425	882	12	carolina	carolina	PROPN
cblr-3425	882	13	’s	’s	PART
cblr-3425	882	14	definition	definition	NOUN
cblr-3425	882	15	of	of	ADP
cblr-3425	882	16	practicing	practice	VERB
cblr-3425	882	17	law	law	NOUN
cblr-3425	882	18	)	)	PUNCT
cblr-3425	882	19	.	.	PUNCT
cblr-3425	883	1	this	this	DET
cblr-3425	883	2	case	case	NOUN
cblr-3425	883	3	is	be	AUX
cblr-3425	883	4	the	the	DET
cblr-3425	883	5	first	first	ADJ
cblr-3425	883	6	to	to	PART
cblr-3425	883	7	use	use	VERB
cblr-3425	883	8	this	this	DET
cblr-3425	883	9	reasoning	reasoning	NOUN
cblr-3425	883	10	.	.	PUNCT
cblr-3425	884	1	263	263	NUM
cblr-3425	884	2	see	see	VERB
cblr-3425	884	3	supra	supra	PROPN
cblr-3425	884	4	section	section	PROPN
cblr-3425	884	5	iii.a.6	iii.a.6	PROPN
cblr-3425	884	6	.	.	PROPN
cblr-3425	884	7	264	264	NUM
cblr-3425	884	8	see	see	VERB
cblr-3425	884	9	supra	supra	PROPN
cblr-3425	884	10	section	section	PROPN
cblr-3425	884	11	iii.a.6	iii.a.6	PROPN
cblr-3425	884	12	.	.	PROPN
cblr-3425	884	13	694	694	NUM
cblr-3425	884	14	columbia	columbia	PROPN
cblr-3425	884	15	business	business	NOUN
cblr-3425	884	16	law	law	PROPN
cblr-3425	884	17	review	review	NOUN
cblr-3425	884	18	[	[	X
cblr-3425	884	19	vol	vol	NOUN
cblr-3425	884	20	.	.	NOUN
cblr-3425	884	21	2019	2019	NUM
cblr-3425	884	22	businesses	business	NOUN
cblr-3425	884	23	and	and	CCONJ
cblr-3425	884	24	consumers.265	consumers.265	NOUN
cblr-3425	884	25	unlike	unlike	ADP
cblr-3425	884	26	businesses	business	NOUN
cblr-3425	884	27	,	,	PUNCT
cblr-3425	884	28	consumers	consumer	NOUN
cblr-3425	884	29	are	be	AUX
cblr-3425	884	30	highly	highly	ADV
cblr-3425	884	31	unlikely	unlikely	ADJ
cblr-3425	884	32	to	to	PART
cblr-3425	884	33	have	have	VERB
cblr-3425	884	34	access	access	NOUN
cblr-3425	884	35	to	to	ADP
cblr-3425	884	36	predictive	predictive	ADJ
cblr-3425	884	37	contracting	contracting	NOUN
cblr-3425	884	38	systems	system	NOUN
cblr-3425	884	39	.	.	PUNCT
cblr-3425	885	1	as	as	ADP
cblr-3425	885	2	a	a	DET
cblr-3425	885	3	result	result	NOUN
cblr-3425	885	4	,	,	PUNCT
cblr-3425	885	5	predictive	predictive	ADJ
cblr-3425	885	6	contracting	contracting	NOUN
cblr-3425	885	7	has	have	VERB
cblr-3425	885	8	the	the	DET
cblr-3425	885	9	potential	potential	NOUN
cblr-3425	885	10	to	to	PART
cblr-3425	885	11	exacerbate	exacerbate	VERB
cblr-3425	885	12	the	the	DET
cblr-3425	885	13	information	information	NOUN
cblr-3425	885	14	inequality	inequality	NOUN
cblr-3425	885	15	that	that	PRON
cblr-3425	885	16	already	already	ADV
cblr-3425	885	17	exists	exist	VERB
cblr-3425	885	18	in	in	ADP
cblr-3425	885	19	the	the	DET
cblr-3425	885	20	consumer	consumer	NOUN
cblr-3425	885	21	contracting	contracting	NOUN
cblr-3425	885	22	context	context	NOUN
cblr-3425	885	23	.	.	PUNCT
cblr-3425	886	1	for	for	ADP
cblr-3425	886	2	example	example	NOUN
cblr-3425	886	3	,	,	PUNCT
cblr-3425	886	4	a	a	DET
cblr-3425	886	5	business	business	NOUN
cblr-3425	886	6	could	could	AUX
cblr-3425	886	7	use	use	VERB
cblr-3425	886	8	a	a	DET
cblr-3425	886	9	predictive	predictive	ADJ
cblr-3425	886	10	contracting	contracting	NOUN
cblr-3425	886	11	system	system	NOUN
cblr-3425	886	12	to	to	PART
cblr-3425	886	13	identify	identify	VERB
cblr-3425	886	14	the	the	DET
cblr-3425	886	15	set	set	NOUN
cblr-3425	886	16	of	of	ADP
cblr-3425	886	17	contract	contract	NOUN
cblr-3425	886	18	terms	term	NOUN
cblr-3425	886	19	that	that	PRON
cblr-3425	886	20	best	good	ADJ
cblr-3425	886	21	advantage	advantage	VERB
cblr-3425	886	22	the	the	DET
cblr-3425	886	23	business	business	NOUN
cblr-3425	886	24	at	at	ADP
cblr-3425	886	25	the	the	DET
cblr-3425	886	26	expense	expense	NOUN
cblr-3425	886	27	of	of	ADP
cblr-3425	886	28	the	the	DET
cblr-3425	886	29	consumer.266	consumer.266	PROPN
cblr-3425	886	30	the	the	DET
cblr-3425	886	31	potential	potential	ADJ
cblr-3425	886	32	effects	effect	NOUN
cblr-3425	886	33	of	of	ADP
cblr-3425	886	34	predictive	predictive	ADJ
cblr-3425	886	35	contracting	contracting	NOUN
cblr-3425	886	36	on	on	ADP
cblr-3425	886	37	consumer	consumer	NOUN
cblr-3425	886	38	contracts	contract	NOUN
cblr-3425	886	39	will	will	AUX
cblr-3425	886	40	need	need	VERB
cblr-3425	886	41	to	to	PART
cblr-3425	886	42	be	be	AUX
cblr-3425	886	43	closely	closely	ADV
cblr-3425	886	44	monitored.267	monitored.267	NOUN
cblr-3425	886	45	iv	iv	NOUN
cblr-3425	886	46	.	.	PUNCT
cblr-3425	887	1	conclusion	conclusion	NOUN
cblr-3425	887	2	this	this	DET
cblr-3425	887	3	article	article	NOUN
cblr-3425	887	4	examined	examine	VERB
cblr-3425	887	5	how	how	SCONJ
cblr-3425	887	6	contract	contract	NOUN
cblr-3425	887	7	drafters	drafter	NOUN
cblr-3425	887	8	can	can	AUX
cblr-3425	887	9	use	use	VERB
cblr-3425	887	10	data	datum	NOUN
cblr-3425	887	11	on	on	ADP
cblr-3425	887	12	contract	contract	NOUN
cblr-3425	887	13	outcomes	outcome	NOUN
cblr-3425	887	14	to	to	PART
cblr-3425	887	15	inform	inform	VERB
cblr-3425	887	16	contract	contract	NOUN
cblr-3425	887	17	design	design	NOUN
cblr-3425	887	18	.	.	PUNCT
cblr-3425	888	1	building	build	VERB
cblr-3425	888	2	on	on	ADP
cblr-3425	888	3	recent	recent	ADJ
cblr-3425	888	4	developments	development	NOUN
cblr-3425	888	5	in	in	ADP
cblr-3425	888	6	contract	contract	NOUN
cblr-3425	888	7	data	datum	NOUN
cblr-3425	888	8	collection	collection	NOUN
cblr-3425	888	9	and	and	CCONJ
cblr-3425	888	10	analysis	analysis	NOUN
cblr-3425	888	11	,	,	PUNCT
cblr-3425	888	12	the	the	DET
cblr-3425	888	13	article	article	NOUN
cblr-3425	888	14	proposed	propose	VERB
cblr-3425	888	15	predictive	predictive	ADJ
cblr-3425	888	16	contracting	contracting	NOUN
cblr-3425	888	17	,	,	PUNCT
cblr-3425	888	18	a	a	DET
cblr-3425	888	19	new	new	ADJ
cblr-3425	888	20	method	method	NOUN
cblr-3425	888	21	of	of	ADP
cblr-3425	888	22	contracting	contracting	NOUN
cblr-3425	888	23	in	in	ADP
cblr-3425	888	24	which	which	PRON
cblr-3425	888	25	contract	contract	NOUN
cblr-3425	888	26	drafters	drafter	NOUN
cblr-3425	888	27	can	can	AUX
cblr-3425	888	28	design	design	VERB
cblr-3425	888	29	contracts	contract	NOUN
cblr-3425	888	30	using	use	VERB
cblr-3425	888	31	a	a	DET
cblr-3425	888	32	technology	technology	NOUN
cblr-3425	888	33	system	system	NOUN
cblr-3425	888	34	that	that	PRON
cblr-3425	888	35	helps	help	VERB
cblr-3425	888	36	predict	predict	VERB
cblr-3425	888	37	the	the	DET
cblr-3425	888	38	connections	connection	NOUN
cblr-3425	888	39	between	between	ADP
cblr-3425	888	40	contract	contract	NOUN
cblr-3425	888	41	terms	term	NOUN
cblr-3425	888	42	and	and	CCONJ
cblr-3425	888	43	outcomes	outcome	NOUN
cblr-3425	888	44	.	.	PUNCT
cblr-3425	889	1	the	the	DET
cblr-3425	889	2	article	article	NOUN
cblr-3425	889	3	then	then	ADV
cblr-3425	889	4	discussed	discuss	VERB
cblr-3425	889	5	the	the	DET
cblr-3425	889	6	theoretical	theoretical	ADJ
cblr-3425	889	7	and	and	CCONJ
cblr-3425	889	8	practical	practical	ADJ
cblr-3425	889	9	implications	implication	NOUN
cblr-3425	889	10	of	of	ADP
cblr-3425	889	11	predictive	predictive	ADJ
cblr-3425	889	12	contracting	contracting	NOUN
cblr-3425	889	13	.	.	PUNCT
cblr-3425	890	1	on	on	ADP
cblr-3425	890	2	a	a	DET
cblr-3425	890	3	theoretical	theoretical	ADJ
cblr-3425	890	4	level	level	NOUN
cblr-3425	890	5	,	,	PUNCT
cblr-3425	890	6	predictive	predictive	ADJ
cblr-3425	890	7	contracting	contracting	NOUN
cblr-3425	890	8	can	can	AUX
cblr-3425	890	9	lead	lead	VERB
cblr-3425	890	10	to	to	ADP
cblr-3425	890	11	greater	great	ADJ
cblr-3425	890	12	customization	customization	NOUN
cblr-3425	890	13	,	,	PUNCT
cblr-3425	890	14	increased	increase	VERB
cblr-3425	890	15	innovation	innovation	NOUN
cblr-3425	890	16	,	,	PUNCT
cblr-3425	890	17	more	more	ADV
cblr-3425	890	18	complete	complete	ADJ
cblr-3425	890	19	contract	contract	NOUN
cblr-3425	890	20	design	design	NOUN
cblr-3425	890	21	,	,	PUNCT
cblr-3425	890	22	more	more	ADV
cblr-3425	890	23	effective	effective	ADJ
cblr-3425	890	24	balancing	balancing	NOUN
cblr-3425	890	25	of	of	ADP
cblr-3425	890	26	front	front	ADJ
cblr-3425	890	27	-	-	PUNCT
cblr-3425	890	28	end	end	NOUN
cblr-3425	890	29	and	and	CCONJ
cblr-3425	890	30	back	back	ADJ
cblr-3425	890	31	-	-	PUNCT
cblr-3425	890	32	end	end	NOUN
cblr-3425	890	33	costs	cost	NOUN
cblr-3425	890	34	,	,	PUNCT
cblr-3425	890	35	better	well	ADJ
cblr-3425	890	36	risk	risk	NOUN
cblr-3425	890	37	assessment	assessment	NOUN
cblr-3425	890	38	and	and	CCONJ
cblr-3425	890	39	allocation	allocation	NOUN
cblr-3425	890	40	,	,	PUNCT
cblr-3425	890	41	and	and	CCONJ
cblr-3425	890	42	more	more	ADV
cblr-3425	890	43	accurate	accurate	ADJ
cblr-3425	890	44	term	term	NOUN
cblr-3425	890	45	pricing	pricing	NOUN
cblr-3425	890	46	for	for	ADP
cblr-3425	890	47	negotiation	negotiation	NOUN
cblr-3425	890	48	.	.	PUNCT
cblr-3425	891	1	on	on	ADP
cblr-3425	891	2	a	a	DET
cblr-3425	891	3	practical	practical	ADJ
cblr-3425	891	4	level	level	NOUN
cblr-3425	891	5	,	,	PUNCT
cblr-3425	891	6	predictive	predictive	ADJ
cblr-3425	891	7	contracting	contracting	NOUN
cblr-3425	891	8	has	have	VERB
cblr-3425	891	9	the	the	DET
cblr-3425	891	10	potential	potential	NOUN
cblr-3425	891	11	to	to	PART
cblr-3425	891	12	significantly	significantly	ADV
cblr-3425	891	13	alter	alter	VERB
cblr-3425	891	14	the	the	DET
cblr-3425	891	15	role	role	NOUN
cblr-3425	891	16	of	of	ADP
cblr-3425	891	17	transactional	transactional	ADJ
cblr-3425	891	18	265	265	NUM
cblr-3425	891	19	see	see	NOUN
cblr-3425	891	20	supra	supra	PROPN
cblr-3425	891	21	note	note	NOUN
cblr-3425	891	22	74	74	NUM
cblr-3425	891	23	.	.	NOUN
cblr-3425	891	24	266	266	NUM
cblr-3425	891	25	but	but	CCONJ
cblr-3425	891	26	see	see	VERB
cblr-3425	891	27	g.	g.	PROPN
cblr-3425	891	28	marcus	marcus	PROPN
cblr-3425	891	29	cole	cole	PROPN
cblr-3425	891	30	,	,	PUNCT
cblr-3425	891	31	rational	rational	ADJ
cblr-3425	891	32	consumer	consumer	NOUN
cblr-3425	891	33	ignorance	ignorance	NOUN
cblr-3425	891	34	:	:	PUNCT
cblr-3425	891	35	when	when	SCONJ
cblr-3425	891	36	and	and	CCONJ
cblr-3425	891	37	why	why	SCONJ
cblr-3425	891	38	consumers	consumer	NOUN
cblr-3425	891	39	should	should	AUX
cblr-3425	891	40	agree	agree	VERB
cblr-3425	891	41	to	to	PART
cblr-3425	891	42	form	form	VERB
cblr-3425	891	43	contracts	contract	NOUN
cblr-3425	891	44	without	without	ADP
cblr-3425	891	45	even	even	ADV
cblr-3425	891	46	reading	read	VERB
cblr-3425	891	47	them	they	PRON
cblr-3425	891	48	,	,	PUNCT
cblr-3425	891	49	11	11	NUM
cblr-3425	891	50	j.l	j.l	PROPN
cblr-3425	891	51	.	.	PROPN
cblr-3425	891	52	,	,	PUNCT
cblr-3425	891	53	econ	econ	PROPN
cblr-3425	891	54	.	.	PUNCT
cblr-3425	891	55	&	&	CCONJ
cblr-3425	891	56	pol’y	pol’y	NOUN
cblr-3425	891	57	413	413	NUM
cblr-3425	891	58	,	,	PUNCT
cblr-3425	891	59	413–16	413–16	NUM
cblr-3425	891	60	(	(	PUNCT
cblr-3425	891	61	2015	2015	NUM
cblr-3425	891	62	)	)	PUNCT
cblr-3425	891	63	(	(	PUNCT
cblr-3425	891	64	arguing	argue	VERB
cblr-3425	891	65	that	that	SCONJ
cblr-3425	891	66	consumer	consumer	NOUN
cblr-3425	891	67	contracts	contract	NOUN
cblr-3425	891	68	in	in	ADP
cblr-3425	891	69	competitive	competitive	ADJ
cblr-3425	891	70	markets	market	NOUN
cblr-3425	891	71	should	should	AUX
cblr-3425	891	72	be	be	AUX
cblr-3425	891	73	consumer	consumer	NOUN
cblr-3425	891	74	-	-	PUNCT
cblr-3425	891	75	favorable	favorable	ADJ
cblr-3425	891	76	due	due	ADJ
cblr-3425	891	77	to	to	ADP
cblr-3425	891	78	competition	competition	NOUN
cblr-3425	891	79	between	between	ADP
cblr-3425	891	80	businesses	business	NOUN
cblr-3425	891	81	with	with	ADP
cblr-3425	891	82	respect	respect	NOUN
cblr-3425	891	83	to	to	ADP
cblr-3425	891	84	contract	contract	NOUN
cblr-3425	891	85	terms	term	NOUN
cblr-3425	891	86	.	.	PUNCT
cblr-3425	892	1	in	in	ADP
cblr-3425	892	2	less	less	ADV
cblr-3425	892	3	competitive	competitive	ADJ
cblr-3425	892	4	markets	market	NOUN
cblr-3425	892	5	,	,	PUNCT
cblr-3425	892	6	however	however	ADV
cblr-3425	892	7	,	,	PUNCT
cblr-3425	892	8	businesses	business	NOUN
cblr-3425	892	9	with	with	ADP
cblr-3425	892	10	monopoly	monopoly	NOUN
cblr-3425	892	11	or	or	CCONJ
cblr-3425	892	12	oligopoly	oligopoly	ADJ
cblr-3425	892	13	market	market	NOUN
cblr-3425	892	14	positions	position	NOUN
cblr-3425	892	15	are	be	AUX
cblr-3425	892	16	more	more	ADV
cblr-3425	892	17	likely	likely	ADJ
cblr-3425	892	18	to	to	PART
cblr-3425	892	19	include	include	VERB
cblr-3425	892	20	terms	term	NOUN
cblr-3425	892	21	harmful	harmful	ADJ
cblr-3425	892	22	to	to	ADP
cblr-3425	892	23	consumers	consumer	NOUN
cblr-3425	892	24	)	)	PUNCT
cblr-3425	892	25	.	.	PUNCT
cblr-3425	893	1	267	267	NUM
cblr-3425	893	2	consumer	consumer	NOUN
cblr-3425	893	3	protection	protection	NOUN
cblr-3425	893	4	organizations	organization	NOUN
cblr-3425	893	5	,	,	PUNCT
cblr-3425	893	6	such	such	ADJ
cblr-3425	893	7	as	as	ADP
cblr-3425	893	8	claudette	claudette	NOUN
cblr-3425	893	9	,	,	PUNCT
cblr-3425	893	10	are	be	AUX
cblr-3425	893	11	starting	start	VERB
cblr-3425	893	12	to	to	PART
cblr-3425	893	13	use	use	VERB
cblr-3425	893	14	machine	machine	NOUN
cblr-3425	893	15	learning	learn	VERB
cblr-3425	893	16	to	to	PART
cblr-3425	893	17	identify	identify	VERB
cblr-3425	893	18	unlawful	unlawful	ADJ
cblr-3425	893	19	and/or	and/or	CCONJ
cblr-3425	893	20	harmful	harmful	ADJ
cblr-3425	893	21	terms	term	NOUN
cblr-3425	893	22	in	in	ADP
cblr-3425	893	23	consumer	consumer	NOUN
cblr-3425	893	24	contracts	contract	NOUN
cblr-3425	893	25	.	.	PUNCT
cblr-3425	894	1	see	see	VERB
cblr-3425	894	2	about	about	ADP
cblr-3425	894	3	,	,	PUNCT
cblr-3425	894	4	claudette	claudette	NOUN
cblr-3425	894	5	,	,	PUNCT
cblr-3425	894	6	http://claudette.eui	http://claudette.eui	X
cblr-3425	894	7	.	.	PUNCT
cblr-3425	895	1	eu	eu	PROPN
cblr-3425	895	2	/	/	SYM
cblr-3425	895	3	about	about	ADV
cblr-3425	895	4	/	/	SYM
cblr-3425	895	5	index.html	index.html	PROPN
cblr-3425	896	1	[	[	X
cblr-3425	896	2	https://perma.cc/em8z-wzxg	https://perma.cc/em8z-wzxg	X
cblr-3425	896	3	]	]	PUNCT
cblr-3425	896	4	.	.	PUNCT
cblr-3425	897	1	no	no	INTJ
cblr-3425	897	2	.	.	NOUN
cblr-3425	897	3	2:621	2:621	NUM
cblr-3425	897	4	]	]	X
cblr-3425	897	5	predictive	predictive	ADJ
cblr-3425	897	6	contracting	contract	VERB
cblr-3425	897	7	695	695	NUM
cblr-3425	897	8	lawyers	lawyer	NOUN
cblr-3425	897	9	by	by	ADP
cblr-3425	897	10	providing	provide	VERB
cblr-3425	897	11	them	they	PRON
cblr-3425	897	12	with	with	ADP
cblr-3425	897	13	access	access	NOUN
cblr-3425	897	14	to	to	ADP
cblr-3425	897	15	previously	previously	ADV
cblr-3425	897	16	unavailable	unavailable	ADJ
cblr-3425	897	17	information	information	NOUN
cblr-3425	897	18	on	on	ADP
cblr-3425	897	19	the	the	DET
cblr-3425	897	20	statistical	statistical	ADJ
cblr-3425	897	21	connections	connection	NOUN
cblr-3425	897	22	between	between	ADP
cblr-3425	897	23	contract	contract	NOUN
cblr-3425	897	24	terms	term	NOUN
cblr-3425	897	25	and	and	CCONJ
cblr-3425	897	26	outcomes	outcome	NOUN
cblr-3425	897	27	.	.	PUNCT
cblr-3425	898	1	the	the	DET
cblr-3425	898	2	article	article	NOUN
cblr-3425	898	3	also	also	ADV
cblr-3425	898	4	discussed	discuss	VERB
cblr-3425	898	5	a	a	DET
cblr-3425	898	6	number	number	NOUN
cblr-3425	898	7	of	of	ADP
cblr-3425	898	8	risks	risk	NOUN
cblr-3425	898	9	and	and	CCONJ
cblr-3425	898	10	limitations	limitation	NOUN
cblr-3425	898	11	faced	face	VERB
cblr-3425	898	12	by	by	ADP
cblr-3425	898	13	predictive	predictive	ADJ
cblr-3425	898	14	contracting	contracting	NOUN
cblr-3425	898	15	,	,	PUNCT
cblr-3425	898	16	including	include	VERB
cblr-3425	898	17	technical	technical	ADJ
cblr-3425	898	18	constraints	constraint	NOUN
cblr-3425	898	19	,	,	PUNCT
cblr-3425	898	20	concerns	concern	NOUN
cblr-3425	898	21	regarding	regard	VERB
cblr-3425	898	22	data	data	NOUN
cblr-3425	898	23	privacy	privacy	NOUN
cblr-3425	898	24	and	and	CCONJ
cblr-3425	898	25	confidentiality	confidentiality	NOUN
cblr-3425	898	26	,	,	PUNCT
cblr-3425	898	27	the	the	DET
cblr-3425	898	28	regulation	regulation	NOUN
cblr-3425	898	29	of	of	ADP
cblr-3425	898	30	the	the	DET
cblr-3425	898	31	unauthorized	unauthorized	ADJ
cblr-3425	898	32	practice	practice	NOUN
cblr-3425	898	33	of	of	ADP
cblr-3425	898	34	law	law	NOUN
cblr-3425	898	35	,	,	PUNCT
cblr-3425	898	36	and	and	CCONJ
cblr-3425	898	37	the	the	DET
cblr-3425	898	38	potential	potential	NOUN
cblr-3425	898	39	for	for	ADP
cblr-3425	898	40	exacerbating	exacerbate	VERB
cblr-3425	898	41	information	information	NOUN
cblr-3425	898	42	inequality	inequality	NOUN
cblr-3425	898	43	.	.	PUNCT
cblr-3425	899	1	further	further	ADJ
cblr-3425	899	2	research	research	NOUN
cblr-3425	899	3	is	be	AUX
cblr-3425	899	4	required	require	VERB
cblr-3425	899	5	to	to	PART
cblr-3425	899	6	more	more	ADV
cblr-3425	899	7	fully	fully	ADV
cblr-3425	899	8	develop	develop	VERB
cblr-3425	899	9	predictive	predictive	ADJ
cblr-3425	899	10	contracting	contracting	NOUN
cblr-3425	899	11	.	.	PUNCT
cblr-3425	900	1	the	the	DET
cblr-3425	900	2	first	first	ADJ
cblr-3425	900	3	step	step	NOUN
cblr-3425	900	4	is	be	AUX
cblr-3425	900	5	to	to	PART
cblr-3425	900	6	build	build	VERB
cblr-3425	900	7	a	a	DET
cblr-3425	900	8	working	work	VERB
cblr-3425	900	9	prototype	prototype	NOUN
cblr-3425	900	10	of	of	ADP
cblr-3425	900	11	a	a	DET
cblr-3425	900	12	predictive	predictive	ADJ
cblr-3425	900	13	contracting	contracting	NOUN
cblr-3425	900	14	system	system	NOUN
cblr-3425	900	15	using	use	VERB
cblr-3425	900	16	real	real	ADJ
cblr-3425	900	17	-	-	PUNCT
cblr-3425	900	18	world	world	NOUN
cblr-3425	900	19	contract	contract	NOUN
cblr-3425	900	20	data	datum	NOUN
cblr-3425	900	21	.	.	PUNCT
cblr-3425	901	1	in	in	ADP
cblr-3425	901	2	addition	addition	NOUN
cblr-3425	901	3	to	to	ADP
cblr-3425	901	4	developing	develop	VERB
cblr-3425	901	5	a	a	DET
cblr-3425	901	6	prototype	prototype	NOUN
cblr-3425	901	7	,	,	PUNCT
cblr-3425	901	8	future	future	ADJ
cblr-3425	901	9	research	research	NOUN
cblr-3425	901	10	should	should	AUX
cblr-3425	901	11	examine	examine	VERB
cblr-3425	901	12	how	how	SCONJ
cblr-3425	901	13	computable	computable	ADJ
cblr-3425	901	14	contracts	contract	NOUN
cblr-3425	901	15	can	can	AUX
cblr-3425	901	16	best	well	ADV
cblr-3425	901	17	be	be	AUX
cblr-3425	901	18	used	use	VERB
cblr-3425	901	19	as	as	ADP
cblr-3425	901	20	mechanisms	mechanism	NOUN
cblr-3425	901	21	for	for	ADP
cblr-3425	901	22	contract	contract	NOUN
cblr-3425	901	23	data	datum	NOUN
cblr-3425	901	24	collection	collection	NOUN
cblr-3425	901	25	.	.	PUNCT
cblr-3425	902	1	of	of	ADP
cblr-3425	902	2	the	the	DET
cblr-3425	902	3	three	three	NUM
cblr-3425	902	4	sources	source	NOUN
cblr-3425	902	5	of	of	ADP
cblr-3425	902	6	contract	contract	NOUN
cblr-3425	902	7	data	datum	NOUN
cblr-3425	902	8	discussed	discuss	VERB
cblr-3425	902	9	in	in	ADP
cblr-3425	902	10	this	this	DET
cblr-3425	902	11	article	article	NOUN
cblr-3425	902	12	,	,	PUNCT
cblr-3425	902	13	computable	computable	ADJ
cblr-3425	902	14	contracts	contract	NOUN
cblr-3425	902	15	have	have	VERB
cblr-3425	902	16	the	the	DET
cblr-3425	902	17	greatest	great	ADJ
cblr-3425	902	18	potential	potential	NOUN
cblr-3425	902	19	to	to	PART
cblr-3425	902	20	collect	collect	VERB
cblr-3425	902	21	machine	machine	NOUN
cblr-3425	902	22	-	-	PUNCT
cblr-3425	902	23	readable	readable	ADJ
cblr-3425	902	24	contract	contract	NOUN
cblr-3425	902	25	data	datum	NOUN
cblr-3425	902	26	at	at	ADP
cblr-3425	902	27	scale	scale	NOUN
cblr-3425	902	28	.	.	PUNCT
cblr-3425	903	1	while	while	SCONJ
cblr-3425	903	2	computable	computable	ADJ
cblr-3425	903	3	contracts	contract	NOUN
cblr-3425	903	4	are	be	AUX
cblr-3425	903	5	still	still	ADV
cblr-3425	903	6	in	in	ADP
cblr-3425	903	7	a	a	DET
cblr-3425	903	8	nascent	nascent	ADJ
cblr-3425	903	9	stage	stage	NOUN
cblr-3425	903	10	of	of	ADP
cblr-3425	903	11	development	development	NOUN
cblr-3425	903	12	,	,	PUNCT
cblr-3425	903	13	blockchain	blockchain	PROPN
cblr-3425	903	14	companies	company	NOUN
cblr-3425	903	15	,	,	PUNCT
cblr-3425	903	16	such	such	ADJ
cblr-3425	903	17	as	as	ADP
cblr-3425	903	18	ethereum	ethereum	NOUN
cblr-3425	903	19	,	,	PUNCT
cblr-3425	903	20	are	be	AUX
cblr-3425	903	21	starting	start	VERB
cblr-3425	903	22	to	to	PART
cblr-3425	903	23	push	push	VERB
cblr-3425	903	24	computable	computable	ADJ
cblr-3425	903	25	contracts	contract	NOUN
cblr-3425	903	26	towards	towards	ADP
cblr-3425	903	27	mainstream	mainstream	NOUN
cblr-3425	903	28	use	use	NOUN
cblr-3425	903	29	.	.	PUNCT
cblr-3425	904	1	designing	design	VERB
cblr-3425	904	2	computable	computable	ADJ
cblr-3425	904	3	contracting	contracting	NOUN
cblr-3425	904	4	systems	system	NOUN
cblr-3425	904	5	with	with	ADP
cblr-3425	904	6	data	datum	NOUN
cblr-3425	904	7	collection	collection	NOUN
cblr-3425	904	8	in	in	ADP
cblr-3425	904	9	mind	mind	NOUN
cblr-3425	904	10	is	be	AUX
cblr-3425	904	11	critical	critical	ADJ
cblr-3425	904	12	for	for	ADP
cblr-3425	904	13	the	the	DET
cblr-3425	904	14	long	long	ADJ
cblr-3425	904	15	-	-	PUNCT
cblr-3425	904	16	term	term	NOUN
cblr-3425	904	17	success	success	NOUN
cblr-3425	904	18	of	of	ADP
cblr-3425	904	19	predictive	predictive	ADJ
cblr-3425	904	20	contracting	contracting	NOUN
cblr-3425	904	21	.	.	PUNCT
cblr-3425	905	1	lastly	lastly	ADV
cblr-3425	905	2	,	,	PUNCT
cblr-3425	905	3	subsequent	subsequent	ADJ
cblr-3425	905	4	research	research	NOUN
cblr-3425	905	5	should	should	AUX
cblr-3425	905	6	explore	explore	VERB
cblr-3425	905	7	the	the	DET
cblr-3425	905	8	risks	risk	NOUN
cblr-3425	905	9	posed	pose	VERB
cblr-3425	905	10	by	by	ADP
cblr-3425	905	11	predictive	predictive	ADJ
cblr-3425	905	12	contracting	contracting	NOUN
cblr-3425	905	13	,	,	PUNCT
cblr-3425	905	14	particularly	particularly	ADV
cblr-3425	905	15	the	the	DET
cblr-3425	905	16	potential	potential	NOUN
cblr-3425	905	17	for	for	ADP
cblr-3425	905	18	exacerbating	exacerbate	VERB
cblr-3425	905	19	information	information	NOUN
cblr-3425	905	20	inequality	inequality	NOUN
cblr-3425	905	21	between	between	ADP
cblr-3425	905	22	asymmetrically	asymmetrically	ADV
cblr-3425	905	23	situated	situate	VERB
cblr-3425	905	24	parties	party	NOUN
cblr-3425	905	25	such	such	ADJ
cblr-3425	905	26	as	as	ADP
cblr-3425	905	27	in	in	ADP
cblr-3425	905	28	consumer	consumer	NOUN
cblr-3425	905	29	contracting	contracting	NOUN
cblr-3425	905	30	.	.	PUNCT